Golden Ideas — full snapshot (403 entries · 40 industry groups)

(entry text in English)

403 entries across 40 industry groups. Public previews are free; the full content plus implementation plan is unlocked for a one-off project-transfer & service fee (escrow) of RMB 50,000, with 60% shared to the uploader.

Manufacturing（industry）· 17

• Machine Stethoscope（idea-industry-1）
  For small and mid-size factories with no budget for online condition monitoring: a periodic inspection listening tool of portable acoustic hardware plus a phone app. It flags "time to re-inspect" from changes in sound, a veteran technician
• Closed-Loop Injection Molding Parameter Tuning（idea-industry-2）
  Low-cost cavity-pressure sensors feed an edge model that predicts part weight and shrinkage every cycle, auto-trims hold pressure, cooling and switch-over points back to the machine, and outputs per-shot quality verdicts, defect attribution
• Process Parameter Tuning（idea-industry-3）
  AI finds higher-yield parameter windows from batch history plus a few experiments, encoding veteran know-how.
• Weld Defect Repair Priority Dispatcher（idea-industry-5）
  For plants that already run dedicated weld inspection, this is a single-process tool running from inspection report to repair dispatch. It reads radiographic or ultrasonic reports, weld procedure cards and repair history, judges defect type
• Die-Casting Mold Trial Report Compiler（idea-industry-6）
  A drafting tool for one document, the mold trial report, for mold makers and OEM trial engineers: it fuses trial parameter sheets, machine curves, CMM dimensions and defect photos into a trial issue list, parameter adjustment advice, an acc
• CNC Tool Life Ranking & Change Window（idea-industry-7）
  Tool-by-tool management for the tooling role in a machining workshop: the AI uses spindle load and acoustic signals, tool-offset adjustments, tool-change and regrinding records, workpiece material and cutting parameters to estimate remainin
• Paint Colour-Shift Correction Adviser（idea-industry-8）
  Serving only the tinting step in a paint shop: the AI uses multi-angle spectrophotometer readings, historical tinting recipes, film thickness and bake curves, and line parameters to predict where this batch's colour will drift, then suggest
• Plating Wastewater Ledger & Exceedance Attribution（idea-industry-9）
  A single-line compliance ledger for the environmental role in plating and surface-treatment shops: the AI consolidates hourly online monitoring values, dosing and chemical inventory, production scheduling and rinse-water volume, and histori
• Reflow Profile Review Sheet（idea-industry-10）
  A single-process tool for SMT shops in electronics contract manufacturing, covering reflow only: it reads measured profiles from the profiling board, solder paste and component datasheets, and the day's tombstoning and bridging defect recor
• Melt Charge Mix Cost Sheet（idea-industry-11）
  For the melting shop of a foundry, it computes one thing only: it reads the target grade's chemistry range, the furnace-side spectrometer reading, today's scrap and return-material stock with their assays, and pig iron and ferroalloy quotes
• Machining Quote and Time Standard Sheet（idea-industry-12）
  For job-shop machine shops taking outside work, it does quoting only: it reads customer PDF or 3D drawings plus material, batch size, heat treatment and surface finish requirements, recognises holes, slots, threads and tolerance grades, app
• Customer Complaint 8D Report（idea-industry-13）
  For tier-2 automotive and appliance component suppliers, it covers the customer complaint lane only: it reads the complaint ticket, teardown photos and test data of returned parts, lot traceability and process records, and drafts an 8D repo
• Marker Nesting and Fabric Yield Sheet（idea-industry-14）
  For the cutting room of garment, home textile and upholstery factories, it does nesting only: it reads order size ratios, fabric width and defect coordinates marked by the inspection machine, cut-piece geometry files and stripe or check mat
• Rescheduling Trade-off Lister (APS-sidecar)（idea-industry-supp-3）
  Reads the existing ERP/MES order and material snapshot, skips the search for an optimal plan, and instead returns two or three options priced in one currency: delay days versus changeovers versus overtime hours, each with a trade-off list,
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Legal & Public Service（legal）· 15

• Payment-Term Compliance Audit and Disclosure Agent（idea-legal-1）
  The agent extracts the four statutory payment-term elements from contracts, acceptance sheets, invoices, commercial bills and payment records, derives each statutory due date, then computes average payment days, cash-payment ratio and e-bil
• Bulk Payment-Order and Small-Claims Filing Factory（idea-legal-2）
  It verifies debt evidence row by row in the receivables ledger, picks the payment-order or small-claims route and the competent court, bulk-generates payment-order applications or element-based complaints with evidence schedules, tracks the
• Enforcement-Case-Derived Compliance Obligation Audit（idea-legal-3）
  Parses three years of industry administrative penalty decisions, including scans, extracting violation facts, cited clauses and fine ranges, then matches them clause by clause against the firm's policies, ledgers and contracts to deliver an
• Contract Penalty Exposure Simulator（idea-legal-5）
  For buyers and sellers who sign the same kind of contract all year: penalty-clause simulation rather than generic contract review. What the AI does: it reads three years of comparable judgments to reverse-engineer how often delay, quality a
• Administrative Reconsideration Reply Pack（idea-legal-6）
  For the reconsideration-reply desk of district enforcement agencies: a reply pack, not generic document generation. What the AI does: it reads the application, the case file behind the original administrative act and the service receipts, b
• Closed-for-No-Assets Case Lead Review Desk（idea-legal-7）
  For law-firm enforcement teams and distressed-asset operators: a property-lead review for cases closed for lack of assets, not generic case search. What the AI does: it joins online asset-query feedback, public registries, tender and corpor
• Single-Case-Type Statutory Review Pre-Check（idea-legal-8）
  For the statutory review post of district enforcement agencies: pre-check for one case type only, not a general enforcement case system. What the AI does: it reads every file of one case type (unlicensed trading, for example) and examines e
• Law Firm Split Handover Checklist Desk（idea-legal-9）
  For small and mid-size firms preparing to split, merge or see a partner exit: a handover inventory, not general practice-management software. What the AI does: it reads the active case ledger, engagement letters, fee and payment-term record
• Trademark Non-Use Revocation Defence Pack（idea-legal-10）
  For trademark agents at IP agencies: one deliverable only, a non-use revocation defence evidence pack. What the AI does: it reads the defence notice, the registration certificate and the use evidence the client supplies (contracts, invoices
• Public Procurement Challenge Letter Factory（idea-legal-11）
  For the bid managers of suppliers who tender all year: only two document types, public-procurement challenge letters and complaints. What the AI does: it reads the tender documents, the evaluation report, the reply to the challenge and the
• Personal Data Impact Assessment Desk（idea-legal-12）
  For the data-compliance specialists at companies running apps and mini-programs: a desk that produces personal-information protection impact assessments. What the AI does: it reads the privacy policy, the SDK and tracking list, the permissi
• Pre-Trial Evidence Challenge Works（idea-legal-13）
  For litigation teams at law firms: one document type only, cross-examination opinions on evidence. What the AI does: it reads the opponent's evidence index and scanned exhibits, the firm's own evidence and the issues in dispute, then breaks
• Bankruptcy Claim Review Desk（idea-legal-14）
  For the claim-review group inside a bankruptcy administrator's team: working papers that review filed claims one by one. What the AI does: it reads creditors' filings (contracts, judgments, transfer receipts, statements of account) alongsid
• Clause-to-Case-Law Damages Quantifier（idea-legal-supp-2）
  No traffic-light risk marking (MetaLaw already gives that away) — it answers three questions instead: how courts actually rule on this clause, what peers typically pay in damages, and which few words shrink the exposure. Output is a citatio
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Energy & Environment（energy）· 15

• Solar Panel Cleaning Alert（idea-energy-1）
  Soiling-versus-fault discrimination and cleaning dispatch only — comparing output degradation curves at equal irradiance, it separates soiling, shading and module faults, then outputs cleaning work orders with expected generation gain. Paid
• Corporate Carbon Ledger（idea-energy-2）
  An audit-passable carbon ledger only — it collects electricity bills, logistics documents and procurement data to verification-body standards, then outputs a verifiable evidence chain and abatement priorities. Charged per report.
• Campus Energy Dispatch（idea-energy-3）
  We do only industrial-park peak-shaving power scheduling — combining time-of-use tariffs with battery storage state to output start/stop windows for air conditioning, EV chargers and production lines, compute the resulting electricity savin
• Transformer Overload and Phase-Balance Rehearsal（idea-energy-5）
  One device type: forecast overload and phase imbalance for county distribution transformers and issue the phase-swap action list. Inputs are 15-minute meter readings, voltage and current curves, transformer records and new solar or charger
• Green Power and Certificate Ledger with Verification Pack（idea-energy-6）
  One document type: the green-power consumption and certificate-cancellation ledger for export manufacturers, plus a verification-ready evidence pack. Inputs are power trading contracts and settlement statements, certificate issuance and can
• Compressed-Air Leak Survey and Pressure-Band Rebuild（idea-energy-7）
  One utility system: plant compressed-air leak survey and pressure-band rebuild. Inputs are night pressure-hold tests and branch flow, compressor load and unload curves, shift patterns and time-of-use tariffs. The AI quantifies leak rate and
• Retail Supplier Deviation Rehearsal Desk（idea-energy-8）
  One risk only: monthly declared-volume deviation for a retail supplier's contracted users. Inputs are each user's 15-minute load history, temperature and holidays, maintenance and expansion plans, retail package terms and local deviation ru
• Work Permit Safety-Measure Reviewer（idea-energy-9）
  One ticket type: work permits, switching orders and safety-measure sheets used for maintenance in grid and generation companies. Inputs are ticket text, outage scope, equipment status, hazard analysis and site photos. The AI checks item by
• Wind Turbine Power-Curve Deviation Claim Pack（idea-energy-10）
  One contract dispute only: quantifying turbine-attributable energy loss when the warranted power curve is missed, and assembling the claim pack. Inputs are 10-minute SCADA data, met-mast and nacelle wind speed, curtailment and downtime logs
• Metering Error Energy Refund Desk（idea-energy-11）
  One settlement dispute only: refund and make-up energy accounting when a high-voltage metering installation is found to be in error. Inputs are calibration certificates and error curves, wiring-check and on-site verification records, load c
• Coal Blending and Quality Claim Desk（idea-energy-12）
  Two jobs at the coal-fired plant fuel desk only: evidence for quality-deviation claims on delivered coal, and blend ratios that meet load and emission constraints. Inputs are delivery assay sheets (total moisture, ash, sulphur, calorific va
• Protection Setting Sheet Check Ledger（idea-energy-13）
  One document class in the secondary-systems specialty: verifying relay protection setting sheets and keeping the version ledger. Inputs are setting sheets, equipment parameters and short-circuit study results, upstream-downstream coordinati
• Ultra-Low Emission Tariff Penalty Appeal（idea-energy-14）
  One penalty type at coal plants only: evidence and appeal for hours failing ultra-low emission tariff assessment. Inputs are hourly CEMS averages and valid-data rates, unit load and start-stop records, desulphurisation and denitrification i
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Government Services（gov）· 15

• Subsidy Filing Evidence-Consistency Pre-Audit Agent（idea-gov-1）
  We match enterprise data against each policy clause, cross-validate the application against four evidence sets (R&D ledgers, social-insurance payroll, tax filings, IP records), flag contradictions and missing proof, then generate a defect-f
• Hotline Ticket Closure-Evidence Audit Agent（idea-gov-2）
  An agent ingests 12345 reply text and rectification photos, using multimodal models to flag AI-generated, re-photographed or reused images, boilerplate brushing-off and blame-shifting. It outputs per-image tamper confidence, EXIF and hash e
• City Health Dashboard（idea-gov-3）
  We do only repeat-flooding and repeat-waterlogging point attribution — aligning three sources (historical flood points, concurrent pipe-network construction and discharge permits, nearby complaint clusters) to output a deployable rectificat
• FOI Reply Compliance Pre-Check Desk（idea-gov-5）
  We review one document type only: the draft reply to a freedom-of-information request. For case officers at county and city government information-disclosure offices. Given the request, the draft reply and the search record, the AI checks f
• Procurement Acceptance Authenticity Checker（idea-gov-6）
  We do exactly one step in government procurement: checking whether the acceptance materials are genuine. For acceptance officers at purchasing entities, agency staff and internal audit. Upload the supplier delivery list, test reports, accep
• Service-Window Rejection Attribution Desk（idea-gov-7）
  We explain one thing only: why this application was sent back. For window administrators and one-counter intake leads at district and county government service centres. Given the rejection reason, the original document checklist, the servic
• IT Project Duplication Pre-Checker（idea-gov-8）
  We do not audit budget totals; we answer one question: has somebody already built these functions. For evaluation centres at prefecture finance bureaus and project-coordination posts at data bureaus. Load the construction scope, function-po
• Grid Event Dispatch Attribution Checker（idea-gov-9）
  We do no event recognition; we run one attribution check before dispatch. For duty officers at district grid-management centres and subdistrict urban-operation centres. Given the event text, photo, location and dispatch history reported by
• Regulatory Document Cleanup & Filing Desk（idea-gov-10）
  Cleanup and filing support for regulatory document management and legality review desks at municipal judicial bureaus. The full inventory of administrative regulatory documents from the bureau and its departments, superior laws and local re
• Reconsideration Intake & Evidence Desk（idea-gov-11）
  Intake review and response preparation for county justice-bureau administrative reconsideration sections. The AI reads the application and the enforcement case file, extracts the requested relief, the respondent, facts and grounds, then lis
• Procurement Challenge Response Desk（idea-gov-12）
  Response preparation for procurement challenges for agencies and purchasers. The AI maps each challenge item to clauses in the procurement documents, the announcement timeline, evaluation records and page numbers in bids, identifies the res
• Fair-Competition Review Desk（idea-gov-13）
  Fair-competition review for county policy-drafting units and market-supervision departments. The AI reads draft policy measures, tender documents and cooperation agreements, scans clause by clause for wording that restricts operators, prote
• Penalty Case-File Review Scoring Desk（idea-gov-14）
  Case-file review for county justice-bureau enforcement supervision sections and self-inspection by enforcement units. Against the scoring standard the AI checks each file across case opening, investigation and evidence, notice and hearing,
• Subsidy Application Pack Builder（idea-gov-supp-1）
  It skips the "which policy fits you" layer that government portals already give away, and does the execution: from the application guide it drafts the document list, data tables and evidence index, flags every missing item with its source,
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Education（edu）· 14

• Mistake Gene Map（idea-edu-1）
  Not a generic wrong-answer map — a single-subject error-cause attribution engine only (e.g. middle-school math). Using the school's own homework and exam response-process data, it classifies each missed item into four causes: didn't know it
• Live Class Comprehension Radar（idea-edu-2）
  Not emotion or attention recognition — a knowledge-point decision aid for re-teaching within the same class period only. It groups in-class quiz errors by "same incorrect option" to locate the specific misconception, then hands the teacher
• Classroom Process-Evidence Chain and School-Local Synthetic Data Engine（idea-edu-3）
  On-device small models on a classroom edge box segment a lesson into questioning, answering and discussion events, produce per-seat participation evidence cards with timestamps and replayable clips, de-identify those clips into a school-loc
• Mandatory Experiment Fulfilment Ledger（idea-edu-5）
  Verifies only whether the curriculum's mandatory physics, chemistry and biology experiments were actually run in lower-secondary schools; it is not a lab-management platform or a virtual-lab library. The AI does the evidence work: it aligns
• Thesis Data Reproducibility Check Desk（idea-edu-6）
  Checks only whether the conclusions, data and figures in a thesis reconcile; it does not measure text similarity, detect AI writing or issue misconduct verdicts. The AI does arithmetic: given the manuscript, raw data in appendices, image fi
• IEP Goal-and-Evidence Reconciliation Desk（idea-edu-7）
  Reconciles term progress under Individualised Education Plans (IEPs) for special-education schools and inclusive-education pilot schools only; it does not diagnose, classify disabilities or replace the resource teacher. The AI aligns: each
• Programme Accreditation Self-Study Chain Desk（idea-edu-8）
  Verifies only the chain from graduate attributes to indicator points, course support, assessment evidence and attainment results in an accreditation self-study report; it does not rewrite the curriculum or issue an accreditation conclusion.
• Continuing-Education Site Delivery Ledger（idea-edu-9）
  Verifies only how well off-campus sites actually delivered teaching for a university's continuing-education school; it does not recruit students, split tuition or certify qualifications. The AI reconciles: it aligns platform logs, livestrea
• Vocational Internship Tripartite Compliance Ledger（idea-edu-10）
  Tripartite-agreement and working-hours compliance checking for vocational-school internships only, not a general internship platform. The AI reads tripartite agreements, parental consent forms, internship plans, clock-in timesheets, insuran
• Supplementary Teaching-Material Catalogue Screener（idea-edu-11）
  Catalogue compliance screening for supplementary teaching materials and extracurricular reading in use only, not book procurement or a digital library. The AI compares the school-reported list line by line against the provincial approved ca
• Compulsory-School Admission Document Checker（idea-edu-12）
  Consistency checking for compulsory-education admission documents only, not an enrolment system. The AI extracts fields from household registration, residence permit, property, social-insurance and student-status documents, validates number
• Teacher Promotion Dossier Verification Ledger（idea-edu-13）
  Requirement-consistency and duplicate-submission checking for teacher promotion dossiers only, not a review system. The AI extracts the application form, hours statistics, class-teacher appointments, open-class certificates, paper and proje
• Uniform and Boarding-Supplies Procurement Checker（idea-edu-14）
  Price-compliance and standard-evidence checking for school uniforms and boarding supplies only, not a uniform shop. The AI extracts procurement contracts, price-comparison records, finished-garment and filling-material test reports, supplie
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Healthcare（health）· 14

• Second Pair of Eyes for Primary Care（idea-health-1）
  Not general primary-care differential diagnosis — a single-disease county medical community referral gate only, for example chest pain, stroke or pediatric fever. From structured chief-complaint and vital-sign inputs it returns one of three
• 30-Day Post-Discharge Guard（idea-health-2）
  Not a general follow-up bot — a single-disease (heart failure / post-surgical / COPD) 30-day post-discharge deterioration alert only. It fuses patient-reported symptoms with home-device readings into trend indicators, routes to the family d
• Double-Signed Imaging Reports（idea-health-3）
  Not generic imaging-report pre-filling — a single-modality follow-up comparison report only, for example chest CT lung nodules. It automatically retrieves the patient's prior scans, performs lesion-level growth comparison and generates stru
• Prescription Review Dossier Desk（idea-health-5）
  Automates the drafting and remediation loop for prescription and record review at secondary hospitals and county medical-community member units; it is not a drug-utilisation knowledge base and does not block prescriptions in real time. The
• Clinical Trial Source-Data Reconciliation Desk（idea-health-6）
  Reconciles source data against the EDC database for ongoing drug trials only; it does not recruit subjects, run statistics or judge efficacy and safety. The AI compares field by field: it extracts fields from lab reports, outpatient and inp
• Dialysis Centre Monthly Quality Ledger（idea-health-7）
  Produces the monthly quality ledger for haemodialysis centres only; it does not control dialysis machines and is not a patient-facing follow-up assistant. The AI computes and reconciles: it extracts data from machine treatment records, pre-
• Transfusion Record Five-Document Reconciliation Desk（idea-health-8）
  Reconciles the five document steps of a transfusion episode (request, crossmatch, issue, administration, reaction report) only; it does not perform crossmatching, make transfusion decisions or manage blood inventory. The AI checks case by c
• Device Adverse-Event Report Desk（idea-health-9）
  Produces individual post-market adverse-event reports for medical devices only; it does not drive design changes, make recall decisions or perform clinical evaluation. The AI extracts facts and applies the rulebook: from hospital maintenanc
• Insurance Inspection Chart-Billing Reconciliation Desk（idea-health-10）
  Hospital-side reconciliation of charges against clinical records for insurance self-inspection only, not a claims settlement system. The AI reads charts, orders, nursing and surgery records, consumable barcodes and billing details, then jud
• Critical-Value Handling Sequence Auditor（idea-health-11）
  Sequence-closure auditing for critical values from report to handling only, not an alert system. The AI aligns critical-value records exported from laboratory and imaging systems with communication logs, nursing notes, clinician acknowledge
• Narcotic Ampoule Return Reconciliation Desk（idea-health-12）
  Batch-level reconciliation of returned ampoules and residual liquid for narcotic and Class I psychotropic drugs only, not a controlled-substance management system. The AI aligns cabinet stock ledgers, prescriptions and dedicated charts, ord
• Surgical-Site Infection Surveillance Auditor（idea-health-13）
  Chart-based clue reconciliation and under-reporting detection for surgical-site infection (SSI) surveillance only, not a general infection-control platform. The AI extracts surgical cases from anaesthesia, laboratory, microbiology and chart
• Online Follow-up Consultation Compliance Auditor（idea-health-14）
  Follow-up eligibility and prescription compliance review for online consultations only, not an internet-hospital system. The AI extracts prior visits and diagnoses, the current consultation record, clinician replies and e-prescriptions, and
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Finance & Tax（finance）· 14

• Financial Anomaly Thermometer（idea-finance-1）
  For audit and due diligence: anomalous data points plus a verifiable challenge list and next evidence-gathering steps. It outputs no score — only why an item is counterintuitive, which voucher or which customer to check, and where peers sta
• SME Cash-Flow Sentinel（idea-finance-2）
  A cash-flow sentinel that takes only one bank account plus one invoice sheet. Thirty days ahead it pushes a WeChat message naming the date payroll cannot be met and the three receivables to chase first — keeping the data threshold as low as
• Loan Proceeds Flow-Through Audit Working Papers（idea-finance-3）
  Turns disbursement ledgers, invoices and contracts into a fund-flow graph, flags round-tripping to borrowers and related parties, and issues per-loan proceeds-usage working papers with misappropriation alerts, with reviewer feedback closing
• Export Rebate Verification Pre-Check（idea-finance-5）
  For the rebate desk at foreign-trade service firms and small exporters: verification-response pre-check, not general customs software. What the AI does: it pulls together customs declarations, special VAT invoices, bills of lading or waybil
• R&D Super-Deduction Ledger（idea-finance-6）
  For finance leads at technology SMEs and engagement teams at tax firms: one job only, the R&D super-deduction auxiliary ledger and its inspection file. What the AI does: it reads payroll, timesheet or attendance records, material requisitio
• Special-Bond Spending Reconciliation（idea-finance-7）
  For the debt-management desk of district finance bureaus and project finance staff: special-bond spending reconciliation, not a general fiscal system. What the AI does: it aligns project contracts, payment vouchers, quantity certificates, s
• Insurance Commission Reconciliation Desk（idea-finance-8）
  For operations leads at insurance brokerages and large agency teams: commission and renewal reconciliation only. What the AI does: it joins insurer settlement statements, the team's internal accrual ledger, agent onboarding and departure re
• Sales Recording Quality Desk（idea-finance-9）
  For consumer-protection compliance posts at bank branches and insurers: quality inspection of sales audio-video recordings only. What the AI does: it transcribes the recordings and separates speakers, checks node by node whether identity ve
• Consolidation Elimination Working Paper Factory（idea-finance-10）
  For the consolidation desk at a group finance shared-service centre: internal-transaction elimination working papers only. What the AI does: it reads each entity's statements, intercompany account details and internal sales and inventory sc
• Equity Transfer Individual Tax Desk（idea-finance-11）
  For tax advisory firms and the finance teams of small and mid-sized companies: tax computation and filing working papers for individual equity transfers only. What the AI does: it reads the articles of association, equity change records, ba
• Inquiry Reply Financial Verification Desk（idea-finance-12）
  For the finance director of a company preparing for listing and the investment banking deal team: verification working papers for the financial part of regulatory inquiry letters only. What the AI does: it breaks each question into verifica
• Asset-Pool Eligibility Screening Desk（idea-finance-13）
  For the securitisation deal teams at securities firms and trusts: eligibility screening of receivables and finance-lease assets before they enter the pool. What the AI does: it checks each asset against the transaction documents' eligibilit
• Bank Confirmation Difference Desk（idea-finance-14）
  For the confirmation centre at an accounting firm: reconciling bank confirmation replies against the books. What the AI does: it reads the outgoing confirmation list, scanned replies and the client's bank ledgers and statements, checks depo
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Retail & E-commerce（retail）· 14

• Assortment Weather Station（idea-retail-1）
  This does only the weekly action list for regional chains, not a forecasting platform. It takes local weather, solar terms, in-store sales history and nearby competitor prices, and outputs three lines per SKU: replenishment units, promotion
• Store Audit Robot Eyes（idea-retail-2）
  This does only the rectification decisions behind the store manager's 30-second walkthrough: one phone video circuit yields a fix list ranked by labor time (what to restock first, which shelf to straighten first) plus an automatic follow-up
• After-Sales Claim Forensics & Dispute Ruling Agent（idea-retail-3）
  It forensically checks buyer-submitted damage photos and videos for AI generation, splicing, image reuse and lighting/timeline mismatch, cross-checks logistics traces, then issues a dispute ruling pack with annotated suspicious regions, pla
• Returns Grading & Resale Channel Router（idea-retail-5）
  For the returns-inbound step at mid-size chains and brand retail warehouses: the AI reads return photos, reason codes and inbound inspection notes, decides sellable status (full price, discounted, staff or donation channel, scrap), recommen
• Shelf Price-Tag & Promotion Consistency Check（idea-retail-6）
  One asset, the shelf price tag, checked for regional chains: the AI reads product name, specification, price and promotion terms from store walkthrough photos and compares them item by item against checkout base prices, the electronic label
• Wholesale Channel Diversion & Price Inversion Audit（idea-retail-7）
  One concrete job for a consumer brand's channel team: the AI cross-checks the authorised-territory table, distributor purchase and rebate settlement documents, public wholesale market prices and e-commerce price data to find suspected price
• Fresh Produce Next-Day Order Adviser（idea-retail-8）
  Only one thing: next-day order quantities for fresh, short-shelf-life categories at a single store. The AI uses item sell-through, spoilage and leftover records, weather, holidays and the promotion calendar to suggest order quantities per i
• Near-Expiry Clearance & Discount Tiering（idea-retail-9）
  One action for shelf-life-sensitive categories: using inbound dates, remaining shelf life, sell-through speed and shelf position, the AI issues a daily timed clearance list per store zone — which items to discount, by which tier, and where
• Supplier Rebate & Deduction Reconciliation Desk（idea-retail-10）
  Rebate accounting for purchasing and finance at supermarket chains and regional retailers. Contracts and side agreements, annual rebate policies, purchase and return detail, supplier settlement statements and reconciliation letters go in; A
• Store Lease Renewal Assessment（idea-retail-11）
  For the expansion and finance functions of regional chains, it handles one moment: shortly before a store lease expires. It reads lease terms (rent, escalators, rent-free periods, exit and sublet clauses), three years of store sales per squ
• Cash Shortage and Fraud Attribution Sheet（idea-retail-12）
  For loss prevention at retail and convenience chains, it covers cash discrepancies only: it reads POS journals, refund and void records, loyalty point and coupon redemptions, shift cash counts and deposit slips, and video event timestamps,
• Store Facility Repair Triage and Price Review（idea-retail-13）
  For the engineering and operations teams of store chains, it handles repairs only: it reads staff photo reports (cold cases, air conditioning, lighting, POS, signage), the equipment register and warranty status, the service provider's quote
• Private-Label Inspection and Rectification Sheet（idea-retail-14）
  For a retailer's private-label sourcing and quality functions, it does inspection verdicts only: it reads factory inspection photos and videos, sampling records, product specifications and packaging artwork, and historical defects and compl
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Agriculture（agri）· 14

• Leaf Photo Diagnosis（idea-agri-1）
  This does only leaf-photo diagnosis and a spray ledger for the 5 main local crops x 20 high-frequency diseases: it outputs a printable application sheet (product, dose, pre-harvest interval, harvest restriction) and archives every spray and
• Irrigation Water-Saver（idea-agri-2）
  This does only the irrigation shift schedule driven by water rights and electricity prices, not an irrigation brain. It combines soil moisture, weather forecasts and pump-well power windows to output, per plot, when to start the pump, how l
• Produce Traceability Shorts（idea-agri-3）
  This does only one-item-one-code traceability pages plus 30-second short videos built from growing records and lab reports, wired into the buyer's receiving system for verification. It charges per listed SKU and is not a general-purpose sho
• Withdrawal-Period Shipment Gate for Livestock（idea-agri-5）
  Pre-shipment medication checks for scaled farms: prescriptions, feed labels, treatment and immunisation records and shipment plans (photos, spreadsheets, handwritten slips) are parsed into a batch medication ledger, and each batch is counte
• Grain Intake Grading and Deduction Check（idea-agri-6）
  Grading and deduction checks for county depots and buying stations: purchase contracts and price-quality bulletins, moisture and impurity test records, weighbridge tickets and settlement sheets (including handwritten forms and photos) are p
• Livestock Intake Certificate Verification（idea-agri-7）
  An intake verification assistant for slaughterhouse gate staff: quarantine certificates, vehicle registration and disinfection vouchers, transport traces, weighing records and ear-tag batch lists are aligned to the same vehicle. Each load i
• Greenhouse Venting and Temperature Decision Strip（idea-agri-8）
  One job only: a daily venting, shading, supplemental lighting and heating list for multi-span greenhouses and tunnels. Inputs are in-house temperature, humidity and CO2 curves, external weather, crop stage and target temperature bands, and
• Farm Machinery Subsidy Verification Ledger（idea-agri-9）
  A work-authenticity ledger for machinery co-operatives and county subsidy checks: work orders, operator and implement traces, before-and-after plot imagery, site photos and area declarations are parsed and aligned. Each plot is checked for
• Plot-Level Crop Insurance Loss Evidence Pack（idea-agri-10）
  Plot-level loss evidence for crop insurance claims: report forms, farmer photos, satellite and drone imagery, weather station and gridded data, and insured plot vectors are brought under one plot ID; damage extent and severity are read per
• Seed-Field Detasseling and Roguing Verification（idea-agri-11）
  A field-purity sentinel for hybrid seed-production bases: scouting videos, drone imagery, detasseling labour records and field inspection sheets are grouped by seed plot and isolation zone; each plot is screened for residual tassels, off-ty
• Pond Aquaculture Discharge Compliance Ledger（idea-agri-12）
  A discharge compliance ledger for pond aquaculture: water-exchange records, water-quality test sheets and treatment-facility run logs are gathered by outfall; each discharge is checked against local effluent limits and receiving-water requi
• Milk Collection Batch Intake Verification（idea-agri-13）
  Batch-level intake verification for dairy processors' collection stations: delivery notes, antibiotic-residue and physico-chemical test reports, tank temperature records and transport times and plates are grouped by farm-tank-truck-station;
• Wholesale Produce Market Intake Check Desk（idea-agri-14）
  Intake checking for wholesale agricultural markets: compliance certificates, origin proofs, test reports, vehicle and consignor information and sampling records are grouped by vehicle, stall and category; each load is checked for complete a
• （5b4c4d6a-3237-41d5-b31b-2f18e677431b）
  

Construction & Real Estate（build）· 14

• Hazard Rectification Closure Verification Agent（idea-build-1）
  It turns inspection photos and clips into templated hazard rectification orders with clause, crew and deadline, then re-photographs the same viewpoint after repair, flags reused or foreign-project images, auto-closes verified items and expo
• Design Change Impact Tracing & Claim Quantification Agent（idea-build-2）
  It multimodally parses change orders, negotiation notes and supervision instructions — scans, handwriting, chat screenshots, voice — locates affected components and disciplines in drawings or BIM, computes quantity and cost deltas, and deli
• Pre-Owned Home Health Report（idea-build-3）
  This does only the pre-purchase repair quotation: viewing video plus building age, leak marks and neighborhood sentiment go in; an itemized repair list with local labor-rate ranges comes out. Charged per report, with revenue shared with age
• Energy-Compliance Acceptance Evidence Pack（idea-build-5）
  Evidence assembly and comparison for the energy-efficiency sub-division acceptance only: the energy design specification, material re-test reports, window and insulation parameter sheets, air-tightness test and concealed-work imagery, and a
• Ready-Mix Concrete Delivery Inspection Check（idea-build-6）
  Verification limited to the ready-mix concrete delivery inspection step: the supplier's mix-design notice and factory certificate, delivery tickets and arrival times, slump and placing-temperature records, cube sampling and strength reports
• Fire-System Maintenance Evidence Chain（idea-build-7）
  An evidence chain for maintenance and testing of fire systems in buildings in use: maintenance contracts and annual plans, per-visit service sheets, facility test reports, rectification directives from regulatory platforms, and corresponden
• Pre-Sale Fund Release Node Verification（idea-build-8）
  Node verification for pre-sale fund supervision only: supervision agreements and node payment schedules, project progress certificates and imagery, monthly supervision reports, construction and material contracts, and disbursement applicati
• Per-Unit Handover Acceptance Evidence Check（idea-build-9）
  Pre-handover per-unit acceptance and issue evidence checking for housing only: per-unit acceptance forms, rectification replies, site photos and videos, property handover records and owner open-day feedback are parsed onto a unit-room-syste
• Bid Disqualification Risk Checklist（idea-build-10）
  Pre-bid disqualification screening for small and mid-sized contractors: tender documents and addenda, the firm's qualification and track-record library, and proposed project-team certificates are parsed together to build a requirement-by-re
• Major-Hazard Works Monitoring Alert Sheet（idea-build-11）
  Reading and alerting for deep-excavation and high-formwork monitoring data: automated settlement, inclinometer, axial-force and water-level series, patrol records and construction-stage logs are aligned on one timeline; normal changes cause
• Municipal Construction Archive Handover Compilation（idea-build-12）
  Compilation assistance for completion-archive handover: construction, supervision, as-built drawing, test report and acceptance files are automatically classified and catalogued to the municipal archive's accession requirements, with in-vol
• Industrial Park Approval-Index Self-Check（idea-build-13）
  Planning-index self-check at the approval-filing stage: general layout drawings, building schemes, index tables and land-use and design conditions (PDFs, CAD, scans) are parsed, then checked item by item against local planning conditions an
• Lab Test Report Authenticity Screening（idea-build-14）
  A screening sentinel for construction quality test reports: concrete, rebar and pile reports are cross-checked against commissioning forms, witnessed-sampling and test-cube logs for report-number continuity, the commissioning-witnessing-tes
• （e68c1de5-b48b-4807-ad4b-b5bdcc402586）
  

Media & Content（media）· 14

• Virtual Anchor Roster（idea-media-1）
  AI avatars cover overnight bulletins and scores; humans review scripts and front key segments.
• Pre-Release Infringement Sentinel for Short Drama（idea-media-2）
  Before ad delivery we batch-parse finished short-drama episodes, running frame-level visual matching plus subtitle and plot cross-modal comparison against in-market dramas and novels, then output a ranked infringement-risk list with replace
• Rights & Risk Double Check（idea-media-3）
  Not a generic pre-publish scan — a rights-chain ledger. Every asset (music, typeface, footage, likeness) gets a traceable licence record; before publishing it checks scope, territory and expiry, and if a dispute comes it exports the evidenc
• Micro-Drama Filing Self-Audit Desk（idea-media-5）
  For the content-compliance desk at micro-drama producers and production houses: scripts, finished cuts and marketing assets are checked once against filing fields, producing a verifiable self-audit report and no approval verdict of any kind
• Series Overseas Submission Pack Factory（idea-media-6）
  For sellers of series and short dramas going overseas: the multilingual cut, rating and platform requirements, and the materials index arrive complete in one pass, catching the non-textual items that trigger rejections. The AI reads subtitl
• Pre-Release Asset Leak and Misuse Sentinel（idea-media-7）
  For film and short-drama publicity teams: keep unreleased assets under licensed use and stop leakage, turning \"who may use it, where, and until when\" into a verifiable ledger. The AI parses the client's own stills, trailers, posters and b
• Live Sports Broadcast Fact-Check Desk（idea-media-8）
  For sports broadcast producers and commentary teams: before going live, scripts, lower-thirds and on-screen data are checked against citable sources to reduce factual errors on air. The AI reads official rosters, technical statistics, head-
• Synthetic Voice Labelling and Archive Desk（idea-media-9）
  For audiobook, podcast and short-video mass-production teams: synthetic-voice labelling, disclosure and archiving become a compliant pipeline. The AI compares delivered audio tracks with the voice-production project files to identify which
• Kids Content Safety Pre-Screen（idea-media-10）
  A frame-level risk list for the safety reviewer at kids channels and streaming kids sections. Finished cuts, subtitles, dialogue and audio tracks go in; AI screens them against age-banded criteria (3-6, 7-9, 10-12) for scare effects and ima
• Radio Spot Airing Reconciliation Desk（idea-media-11）
  Airing reconciliation for radio ad-sales settlement staff and media-agency delivery verifiers. Frequency airing logs (ASRUN), contract spot schedules and version files go in; AI compares actual airings clause by clause (frequency, daypart,
• Dialect Subtitle and Dubbing Desk（idea-media-12）
  Bilingual subtitles and dubbing scripts for dialect and local-minority-language programmes, built for county converged-media centres and documentary producers. Interview sync sound and footage go in; AI runs dialect speech recognition and M
• Archive Footage Cataloguing Card（idea-media-13）
  Cataloguing old footage for TV media-asset libraries and archive digitisation projects. Historical footage in, including silent film and tape-transcoded files; AI extracts frames to identify people, scenes, era cues, landmarks, vehicles and
• Synthetic-Media Labelling Ledger（idea-media-14）
  A labelling ledger for AI-generated and synthetic content, built for MCN compliance staff and platform content-governance teams. Since China's labelling measures for AI-generated synthetic content took effect on 1 September 2025, each item
• （b1940d8c-efe5-4a5a-b2b6-26a10e53dd75）
  

Transport & Logistics（logistics）· 14

• Freight Ride-Sharing（idea-logistics-1）
  We do only half-truckload cargo matching on shared lanes — assembling shipments route by route along fixed trunk lines, and outputting the load plan plus loading and unloading sequence, charging a share of the empty miles we cut.
• Delivery Promise Engine（idea-logistics-2）
  We do only arrival-time promises with automatic compensation — fusing traffic, weather and dock queue data into a credible delivery window, issuing compensation vouchers automatically when it is missed, attributing each miss to a specific s
• Cold-Chain Break Tracing（idea-logistics-3）
  We do only cold-chain break localization — fusing temperature and humidity logs with door-opening events to pinpoint the segment where the chain broke and the affected shipment tickets, then outputting the recall scope and an evidence pack
• Shortage and Damage Liability with Claim Filing（idea-logistics-5）
  One part of receiving only: liability for shortages and damage, and filing the claim. Inputs are customer orders, carrier waybills and proof of delivery, gate and unloading footage, packing lists, receiving records and insurance terms. The
• Per-Shipment Freight Reconciliation for Small 3PLs（idea-logistics-6）
  One reconciliation job for small and mid-size third-party logistics firms: per-shipment verification of customer freight charges. Inputs are waybills, proofs of delivery, the customer contract's pricing terms (minimum charge, regional uplif
• Three-Flow Consistency Audit Ledger（idea-logistics-7）
  One self-inspection job for digital freight platforms: a three-flow consistency ledger covering business flow, cash flow and invoice flow. Inputs are waybills and tracks, driver and vehicle credentials, bank movements, issued and received i
• Free-Time Expiry Alert and Detention Dispute（idea-logistics-8）
  One kind of money: container free time and detention charges. Inputs are container numbers and gate-in/gate-out times, bookings and bills of lading, carrier and depot free-time terms, terminal and depot records and schedule-change notices.
• Cross-Border Cargo Claim Document Assembler（idea-logistics-9）
  One cross-border claim task: assembling documents and comparing policy clauses. Inputs are cargo policies and endorsements, bills of lading or waybills, commercial invoices and packing lists, damage photos and survey reports, carrier incide
• Line-Haul Fuel Anomaly Attribution Desk（idea-logistics-10）
  One cost leak in owned line-haul fleets only: attributing abnormal diesel consumption and gaps between fuelling and burn. Inputs are fuel-card transactions, tank level and fuel sensors, GPS traces and dwell times, payload and route, mainten
• Abnormal Load Permit and Clearance Check（idea-logistics-11）
  One document type in abnormal-load transport only: cross-province permit applications and route clearance checks. Inputs are cargo dimensions, weight and axle-load distribution, origin and destination with candidate routes, bridge load limi
• Courier Station Penalty Appeal Desk（idea-logistics-12）
  One loss line at franchised courier and express stations only: evidence for appealing head-office fines. Inputs are inbound and outbound scan streams, delivery traces and signature records, customer-service tickets and call transcripts, wea
• 3PL Stock Count Variance Attribution（idea-logistics-13）
  One payout issue in contract warehouses only: attribution and inventory adjustment documents for stock-count variances in shared multi-client warehouses. Inputs are WMS inbound and outbound flows, picking and checking records, return and sc
• Hazmat Route-Window Compliance Ledger（idea-logistics-14）
  One compliance job in hazmat road transport only: checking cross-province route windows and notification records. Inputs are waybill origin and destination with UN numbers, municipal restricted-hour and prohibited-zone notices, permits and
• （cfafd863-2124-4bab-b630-75cde2cdb141）
  

Human Resources（hr）· 14

• Role Translation Matching（idea-hr-1）
  We do only capability-vector matching — converting both job requirements and candidate experience into skill tags to surface people that keyword screening filters out but who actually fit, charging per successful hire.
• First-90-Days Onboarding Coach（idea-hr-2）
  We do only 90-day new-hire retention support — generating 30/60/90-day tasks and a learning path per role, regularly collecting the blockers each hire hits, alerting managers before they become resignations, and charging on retention rate.
• Skill Inventory & Succession Map（idea-hr-3）
  We do only critical-role single-point-dependency reviews — building a skills heat map from project and commit records to flag work only one person can do and name successor candidates, charging per review project.
• Onboarding Document Compliance Verifier（idea-hr-5）
  We turn the stack of paper documents at blue-collar mass onboarding into one automated validation line, for onboarding clerks at staffing agencies and multi-shift plants. Bulk photos go up; the AI does two jobs. First, OCR and cross-check c
• Piece-Rate Pay Dispute Evidence Builder（idea-hr-6）
  We handle exactly one thing: the employee claiming pay was short. Built for HR and payroll specialists at multi-process plants and warehouses. Feed in attendance logs, output reporting, process rate cards and routings; the AI recomputes pay
• Store Rota Working-Hours Compliance Checker（idea-hr-7）
  We do not optimise rotas; we insert one working-hours compliance gate before a rota is published. For HR and regional rota managers at chain restaurants, retail and convenience stores. Load next week rota, the roster, contract types and pas
• Exit-Interview and Handover Gap Lister（idea-hr-8）
  We do only two things on the day someone resigns: what to ask in the exit interview, and what is missing in the handover. For HR business partners at tech and manufacturing firms. Given the exit type, role, tenure, and whether the person to
• Team-Lead Promotion Evidence Extractor（idea-hr-9）
  We answer one question only: on this line, who should become team lead. For HR and operations leaders at manufacturers with CNY 200m-2bn revenue and several production lines. Given six to twelve months of work-order completion and rework ra
• Labour Dispute Evidence Binder（idea-hr-10）
  Evidence preparation for corporate legal teams and lawyers handling arbitration. Attendance and overtime approvals, payslips, performance and interview records, workplace chat exports and successive versions of the employee handbook go in;
• Blue-Collar Credential Verification Desk（idea-hr-11）
  Credential checks for the compliance teams of staffing and outsourcing firms. Within the candidate's written authorisation, ID cards, health certificates and special-operation permits (electrician, welder, forklift, work at height) plus reg
• Work-Injury Filing Pack Builder（idea-hr-12）
  Filing preparation for work-injury recognition, built for manufacturing EHS and HR teams and social-insurance agents. Accident reports, site photos and CCTV clips, medical visits and invoices, attendance and shift records, witness statement
• Occupational Health Screening Coverage Check（idea-hr-13）
  Screening coverage checks for HR and EHS leads at manufacturers and chemical plants with hazardous-exposure roles. Role lists, occupational hazard detection reports, on-duty and exit dates and prior screening reports go in; AI computes whic
• Expat Permit Expiry Ledger（idea-hr-14）
  A permit-expiry and renewal ledger for HR teams employing foreign nationals and for foreign-service agencies. Passports, work permits, residence permits, contract terms and social-insurance and individual-tax records go in; AI computes expi
• （27e71312-0cdf-4c82-b235-dae95faa3858）
  

Cross-Border E-Commerce（crossborder）· 14

• Trade Remedy Questionnaire Workpaper Desk（idea-crossborder-5）
  AI serves exporters caught in US or EU anti-dumping and countervailing investigations, assembling every figure and workpaper the questionnaire demands in one pass. It reads the authority questionnaire, ERP export detail, invoices, cost shee
• Dual-Use Export Control Screening Ledger（idea-crossborder-6）
  AI serves exporters of precision machinery, advanced materials and electronic components, deciding whether a given shipment needs a licence in a way a reviewer can re-trace. It reads technical parameters, end-use statements, end-user declar
• Letter of Credit Discrepancy Pre-Check Desk（idea-crossborder-7）
  AI serves the documentation desk of small and mid-sized exporters, clearing discrepancies before documents go to the bank. It reads the full credit and amendments plus invoice, packing list, bill of lading, insurance policy, certificate of
• Parcel Duty and Import VAT Advance Ledger（idea-crossborder-8）
  AI serves cross-border parcel carriers and direct-to-consumer merchants, settling the duty and import VAT each parcel now triggers and keeping the evidence. It gathers broker receipts, destination rate and classification outcomes, waybills
• Export Credit Insurance Shipment Declaration Desk（idea-crossborder-9）
  AI serves small and mid-sized exporters holding export credit insurance, keeping monthly shipment declarations and buyer limit applications accurate. It reads the policy and endorsements, limit approvals, invoices, bills of lading, customs
• Bonded Ledger Reconciliation Desk（idea-crossborder-10）
  For customs posts at processing-trade enterprises and bonded factories. The AI assembles ledger filings, import and export entries, BOM and unit-consumption versions, material issues and returns, and warehouse stock into a part-by-period ac
• Export Rebate Filing & Inquiry Desk（idea-crossborder-11）
  For rebate specialists and finance posts at trading companies and manufacturers. The AI assembles customs entries, input invoices, foreign-exchange receipts, bills of lading and purchase-sale contracts, runs consistency checks per filing ba
• CBAM Embedded-Emissions Reporting Pack（idea-crossborder-12）
  For carbon and energy posts at producers exporting steel, aluminium, fertiliser and similar CBAM-covered goods to the EU. The AI assembles production batches, process energy use, emission factors, precursor carbon content and supplier surve
• Export Compliance DoC Ledger（idea-crossborder-13）
  For quality and compliance posts at exporting manufacturers. The AI reads product specifications, materials, electrical parameters and use scenarios, matches applicable regulations and harmonised standards item by item for each target marke
• Lithium Battery Shipping Declaration Pack（idea-crossborder-14）
  For exporters of lithium-battery-containing products and their forwarders. The AI reads the SDS, the UN38.3 test summary, packaging instructions and cell specifications, determines the UN number, class, packing group and label requirements
• Per-SKU Cross-Border Registration & Filing Agent（idea-crossborder-1）
  AI reads each SKU's material, packaging, electronics and battery attributes, determines its GPSR responsible-person and packaging/WEEE registration duties per country, and keeps a platform-by-country registration-number ledger; it then pull
• Customs Post-Clearance Audit Evidence Ledger（idea-crossborder-2）
  AI gathers each shipment's broker-filed entry data, supplier invoices, mill certificates and origin documents and reconciles them line by line, flagging mismatches against the importer's own records; when a CF28/CF29 or EU audit inquiry arr
• Marketplace Enforcement Appeal Evidence Desk（idea-crossborder-3）
  AI watches Amazon and TikTok Shop performance notices and penalty tickets, maps each violation clause to the matching order IDs, delivery tracking, purchase invoices, QC records and supplier authorization letters, selects the raw evidence t
• （99735699-8cac-4797-86cf-ba4421d44ba7）
  

Insurtech（insurtech）· 14

• Health-Claim Document Anomaly Screening Desk（idea-insurtech-5）
  A document-anomaly screening desk for health-claims investigation teams. AI extracts invoice numbers, issue dates, amounts, visit times, diagnoses, licensed institutions and physician seals page by page from claim images, then cross-reconci
• Auto-Claim Parts and Labour Pricing Verification Desk（idea-insurtech-6）
  A parts-and-labour verification desk for auto-claim damage assessment and pricing teams. AI reads the damage assessment sheet, repair order, parts quotations and vehicle damage photos, resolves every replaced part against the vehicle's conf
• Employer-Liability Work-Injury Benefit Adjudication Desk（idea-insurtech-7）
  A work-injury benefit adjudication desk for employer-liability claims teams. AI reads the work-injury determination decision, labour-capacity assessment conclusion, wage and social-insurance contribution records, medical invoices, employmen
• Group-Accident Active-Roster Consistency Check（idea-insurtech-8）
  An active-roster verification tool for group-accident and employer-liability underwriters. AI matches the insured roster person by person against social-insurance contribution details, payroll or individual income-tax filings, attendance an
• High-Risk Occupation Misdeclaration Underwriting Check（idea-insurtech-9）
  An occupation-class verification tool for accident and employer-liability underwriters. AI compares the occupation classification table, job descriptions, position certificates and special-operation licences, safety-training and inspection
• Long-Term Care Disability Assessment Evidence Review（idea-insurtech-10）
  A verification tool for long-term care insurance disability grading staff and the commercial insurers that administer the program: AI reads the application, medical records and discharge summaries, Barthel-type scale scores, on-site assessm
• Cargo Damage Causation Review Desk（idea-insurtech-11）
  A cargo-damage causation review tool for marine claims staff and loss adjusters: AI reads waybills, packing lists, invoices, the policy, temperature curves, unpacking video and third-party survey reports, then judges whether damage more lik
• Litigation Preservation Liability Underwriting Review（idea-insurtech-12）
  An underwriting review tool for litigation preservation liability at property insurers: AI reads the complaint, the preservation application, ownership materials for the target assets, the evidence index, leads on the respondent's credit st
• Credit Insurance Limit and Shipment Declaration Ledger（idea-insurtech-13）
  A declaration verification tool for export credit insurance limit managers: AI reads buyer credit files, customs declarations, bills of lading, commercial invoices, sales contracts and payment-term records, then checks shipment by shipment
• D&O Exposure and Disclosure Consistency Review（idea-insurtech-14）
  An exposure review tool for D&O underwriters: AI reads the application questionnaire, articles of association and governance documents, and searches public announcements, annual report disclosures, regulatory inquiries and sanctions, and se
• Claim Liability and Pre-existing History Adjudication（idea-insurtech-1）
  AI reads policy terms, disclosure statements and claim files against a national health-claims liability rule base, then issues a traceable liability opinion per case: whether the event is covered, how pre-existing history and waiting period
• Telematics Consent-to-Underwriting Ledger（idea-insurtech-2）
  AI parses signal metadata and consent records from OEM clouds, T-Boxes and OBD devices, verifies whether each signal has a lawful collection basis and separate consent for sensitive personal data, then produces a per-vehicle consent status
• Marketing-to-Filed-Terms Consistency Check（idea-insurtech-3）
  AI reads the regulator-filed policy terms and rate tables, then compares them sentence by sentence with the coverage, exclusions, waiting periods, illustrated benefits and fee deductions stated in posters, posts, short-video scripts and liv
• （84002e58-51eb-448b-91b2-ef8ecb9f6d5f）
  

Travel & Culture（tourism）· 10

• Weather-Aware Trip Butler（idea-tourism-1）
  A weather auto-rebooking bot for timed-entry booking attractions only — using real-time weather and remaining timed slots, it automatically moves visitors to alternative time windows and handles refunds and rebookings. Charged per successfu
• Attraction Capacity Early Warning（idea-tourism-2）
  Two-hour crowd warning plus diversion execution only — ticketing, turnstile and signaling data predict congestion, then the system automatically generates diversion instructions (which lane to open, which shuttle to dispatch, which alternat
• Personalised Heritage Guide（idea-tourism-3）
  Only the optimal route for the last 30 minutes before closing, plus constraint-based curation for visiting with children or elderly companions — given remaining time, stamina and exhibits already seen, it outputs an actionable drop list and
• Banquet Event Order Auto-Drafting（idea-tourism-5）
  Only sales-to-operations sheet production for hotel banquets and meetings. The AI aligns client enquiry emails, voice notes transcribed from chat apps, past contracts and the hotel's venue and menu library to draft a banquet event order: ve
• Tour Operator Quotation and Margin Sheet（idea-tourism-6）
  Only group-tour quotation and margin sheets for trip planners at small and mid-size travel agencies. The AI reads contracted rates for hotels, coaches, tickets, restaurants and guides, combines them with client requirements, trip length and
• Hotel Night-Audit Discrepancy Sheet（idea-tourism-7）
  Only discrepancy checking and adjustment drafts in the hotel night audit. The AI reads the PMS room-status and ledger day report, per-channel commission statements, POS and invoice records, compares them item by item and outputs a discrepan
• Group-Tour Go/No-Go Decision Sheet（idea-tourism-8）
  Only go/no-go decisions for seat-block charters and ad-hoc group tours. The AI reads bookings already collected, channel reservations, sign-up trends, cut-off dates, seat-block costs and historical departure rates for the same route, then o
• Hotel Review Attribution and Fix Sheet（idea-tourism-9）
  Only process-level attribution and fix sheets for hotel reviews. The AI reads reviews across channels plus in-stay surveys, shift rosters, maintenance tickets and room-status records, attributes each negative review to an actionable process
• （1efd8874-eadb-4738-87d4-7f99519bb4f1）
  
• （47ca323f-5e0e-4508-9c34-c653db466977）
  

Lifestyle Services（life）· 10

• Before/After Damage-Attribution Agent for Home-Service Visits（idea-life-1）
  The cleaner shoots six guided baseline photos on arrival and six on exit; an on-device multimodal model diffs them, flags new scratches, chips, water stains and missing items, then issues a timestamped before/after damage report with liabil
• Shelf-Life Quality Adjudication Loop for Group-Buy Pickup Points（idea-life-2）
  Phone or mini-camera photos of fresh goods at the pickup point are graded for freshness and fused with dwell time and cold-chain temperature to decide per item whether to sell, discount or scrap, producing a same-day clearance list and disp
• Pet Health Assistant（idea-life-3）
  AI watches vocalisation, intake and activity to flag pet anomalies and prep vet visits.
• Wedding Photo Selection QC Desk（idea-life-5）
  For wedding-photography studios: one QC pass before the images go out. The AI reads a day's negatives in bulk and judges each frame for closed or half-closed eyes, missed focus and motion blur, blown highlights and crushed shadows, hair-and
• Home-Service Skills Assessment Desk（idea-life-6）
  For home-service training departments and accredited training providers: practical assessment only. The AI segments a trainee's practical video into action steps against the provider's assessment standard and judges each step as passed, fai
• On-Site Phone Grading Sheet（idea-life-7）
  For recycling platforms' city operations and chain recycling stores: grading of on-site smartphone inspections, single category only. Guided by prompts, the inspector records one video (four edges and corners, screen mottling under solid co
• Perm and Colour Rework Adjudication Desk（idea-life-8）
  For chain hairdressing brands: it judges only whether perms and colour services met the standard. The AI pulls together fixed-position before-and-after photos (roots, mid-lengths, ends, side and rear views) with the service record (product
• Repair Parts Replacement Verification（idea-life-9）
  For the quality-control desk of appliance repair platforms and brand service centres: one question only — was the part listed as replaced actually replaced, and does it match the quote? The AI puts the old-part photos (model, maker barcode,
• Do-Not-Stock List for Group-Buy Leaders（idea-life-4）
  No bestseller forecasting (platforms and clouds already ship it) — this makes the reverse call: aggregating real sell-through and dead-stock losses across group-buy leaders in the same city and category, it outputs a do-not-stock list with
• （c0eeff07-c5a6-41be-a006-22a3bd21d817）
  

Sports & Fitness（sports）· 9

• Youth Training Form Coach（idea-sports-1）
  Not generic form scoring — injury-risk movement screening. For youth academies, phone video screens landing mechanics, knee valgus and trunk compensation, then issues an actionable correction plan plus a parent-readable report. Billed as a
• Match Commentary Copilot（idea-sports-2）
  A live data-commentary copilot only: the stats feed is turned into cue cards (records, head-to-heads, tactical shifts) with ready-to-read lines for county broadcasters and streamers. Monthly subscription.
• Amateur Match Highlights（idea-sports-3）
  Community-league highlights plus scoring data only: fixed-camera detection of goals and saves produces a 10-minute highlight reel and a player stat board. Charged per match to organisers, with slots for local sponsor bumpers.
• Youth Event Eligibility Verification Desk（idea-sports-5）
  For provincial and municipal youth event organising committees and single-sport associations: registration material is verified to a traceable standard, reducing impersonation and age-eligibility disputes. The AI reads entry forms, identity
• Prepaid Fitness Session and Escrow Reconciliation Desk（idea-sports-6）
  For regional fitness chains and personal-training studios: how much was collected, how many sessions were delivered, and whether the escrow account reconciles, all as an automatic ledger. The AI consolidates till transactions, membership co
• Pool Water Quality and Lifeguard Duty Evidence Desk（idea-sports-7）
  For swimming pool and water park operators: water self-testing and lifeguard presence become an inspection-ready evidence chain. The AI reads online water-quality monitoring and manual self-test records, disinfection dosing logs, circulatio
• Road Race Health Screening and Medical Planning Desk（idea-sports-8）
  For marathon and trail race organisers: health-material verification and course medical-post planning become a safety plan draft that can be filed with the sports authority. The AI reads entry health questionnaires, medical and ECG reports
• Youth Sports Training Funds Ledger Desk（idea-sports-9）
  For youth fitness, swimming and basketball training chains: session write-offs, refunds and transfers, and prepaid fund escrow become one ledger that stands up to inspections and refund disputes. The AI consolidates till and contract transa
• （c7e9a2c1-c2be-4749-930b-6e615f9bae5c）
  

Food & Dining（food）· 9

• Dish Innovation Lab（idea-food-1）
  Not a generic recipe generator — a weekly three-dish launch proposal built from this month's purchase prices and slow-moving stock: gram-level BOM, suggested price band with margin, and nutrition label, sold to chain R&D teams and billed on
• Edge Sentinel for Kitchen Purifier Failure Prediction（idea-food-2）
  An edge box continuously fuses current, differential-pressure and lightweight visual evidence from commercial kitchen fume purifiers to detect switched-off, idling and degraded units, warns roughly 48 hours before an emissions violation, an
• Food-Safety Sample Tracing（idea-food-3）
  Turns retained-sample photos, purchase orders and batch codes into a one-minute trace: when a complaint arrives it names the same-batch ingredient, the receiving shift and the handling step, and exports an evidence pack for the regulator or
• Near-Expiry Prep Cross-Store Transfer Sheet（idea-food-5）
  Only near-expiry semi-finished stock balancing for chain central kitchens and fresh-cut plants. Each day the AI reads per-store and per-plant batch stock, remaining shelf life, next-day production plans, recipe usage and cold-chain reach, m
• Pre-Packaged Food Label Compliance Sheet（idea-food-6）
  Only label copy for pre-packaged food: ingredient lists, nutrition panels and allergen statements. The AI reads the manufacturer's recipe, test reports, process parameters and packaging artwork, checks ingredient ordering, compound-ingredie
• Fresh-Cut Yield-Loss Claim Sheet（idea-food-7）
  Only yield-loss accounting and supplier claims for fresh-cut vegetables and meat in central kitchens. The AI reads receiving weights, pre- and post-processing weights, standard yields, supplier contracts and batch inspection records, comput
• School-Meal Quantified Menu Sheet（idea-food-8）
  Only quantified menu sheets for school and group meals. The AI reads diner counts, meal budgets, seasonal ingredient prices, nutrient targets and taste restrictions, then produces a gram-level quantified menu, nutrient-adequacy checks, a pu
• Food Batch Release Sheet from Lab Data（idea-food-9）
  Only release-sheet checking for in-house lab tests at food manufacturers. The AI reads raw data files (moisture, total plate count, acid value and so on) plus product-standard limits, compares and judges item by item, flags borderline value
• （9b96d995-40d6-47f3-a571-4d7ea8d81460）
  

Public Safety & Emergency（safety）· 9

• Anti-Fraud Script Library（idea-safety-1）
  This does only one job: the live talk-track co-pilot at the moment of dissuasion, for bank branch staff and community police officers. It supplies real-time dissuasion points during the counter or door-to-door intervention, then feeds each
• Emergency Supply Sandbox（idea-safety-2）
  This does only one job: a lightweight contingency-plan sandbox for county and township level. It replaces the paper plan with local road-network and historical disaster data, and outputs a one-page executable dispatch list plus alternative
• Edge Forensics Terminal for Hazard Rectification Evidence（idea-safety-3）
  On-device small models run on inspector phones and site cameras: at capture time they classify the hazard, geolocate it, and perform image forensics for generative traces, screen re-photography, cross-ticket reuse and timestamp forgery, for
• Blasting-Material End-Flow Reconciliation Officer（idea-safety-5）
  This does one narrow job: end-of-chain reconciliation of blasting materials, meaning draw, use, return and write-off, for blasting contractors' safety directors and the local police hazardous-materials desk. Inputs are draw-and-return ledge
• Bodycam and Dispatch-Form Quality Inspector（idea-safety-6）
  This does one paperwork job only: consistency inspection between dispatch forms and bodycam video, for the case-management centre of a county public security bureau's legal affairs brigade. Inputs are dispatch-form text, segmented bodycam v
• Mass-Event Security Plan Review Desk（idea-safety-7）
  This does one thing only: mass-gathering event safety licence materials and security plans, for the planning departments of security-service firms and the safety officers of event organisers. Inputs are venue layout and capacity, gate and c
• Hot-Work Permit and Gas-Monitoring Verifier（idea-safety-8）
  This verifies exactly two permit types in hazardous-chemical and general industrial plants: hot work and confined-space entry. Inputs are permit text, raw gas-detector data, work-area camera and personnel-location feeds, and approval and qu
• Work-Safety Expense Ledger Verifier（idea-safety-9）
  This audits one ledger type only: the extraction and use of enterprise work-safety expenses. Inputs are voucher and invoice images, expense detail ledgers, safety project contracts, operating revenue and the industry extraction ratio. The A
• （d5af6046-3721-4f71-bf30-335e03626b01）
  

Community & Elderly Care（community）· 9

• Silent Guardian for Elders（idea-community-1）
  No new meters: it reads existing water, electricity and door-sensor data to grade risk, then outputs a two-tier response SLA telling the community and the adult children separately what each should do, with false-alarm suppression. Pricing
• Neighbourhood Help Matching（idea-community-2）
  This does only the mutual-aid time ledger: service hours can be deposited and withdrawn, and offset against purchases of community elderly-care services, so the subdistrict can turn volunteers and the younger-old into accountable care capac
• Canteen Demand Forecast（idea-community-3）
  This does only portion-based pre-ordering plus precise meal top-up: order tomorrow's meals today, and the AI predicts only the temporary increment and absences, while also outputting subsidy-calculation data for meal provision. Pricing is a
• Community Common-Income Disclosure Verifier（idea-community-5）
  This verifies one document only: the common-income disclosure statement of a residential community. Inputs are elevator-advertising and venue lease contracts, parcel-locker and charging-pile revenue-share agreements, parking and venue opera
• Home-Elevator Consent Voting Ledger Officer（idea-community-6）
  This does one thing: the consent, voting and objection ledger for adding elevators to existing multi-storey housing. Inputs are scanned household consent forms, ownership and floor-area data, rental and vacancy status, and objection reasons
• Elevator Maintenance Record Sentinel（idea-community-7）
  This checks one question only: whether elevator maintenance records reflect work actually done. Inputs are maintenance work orders with site photos, elevator operating data (starts, door cycles, running hours, levelling and entrapment alarm
• Falling-Object Traceability Evidence Pack Generator（idea-community-8）
  This sells no falling-object camera hardware. It does one thing: the evidence pack produced after an incident. Inputs are multi-camera event clips with trigger timestamps, floor-orientation and window-position calibration, physical evidence
• Housing Maintenance Fund Application Desk（idea-community-9）
  This assembles one document set: the application to use residential special maintenance funds. Inputs are the repair scope and budget, the voting forms and ownership floor areas, contractor qualifications and quotes, and completion and sett
• （5de002a9-5481-4140-bbbd-f3b5cc012dbb）
  

Culture & Heritage（culture）· 9

• Digital Master for Heritage Crafts（idea-culture-1）
  This does only handcraft-process intangible cultural heritage that has no standard posture library (lacquer coating, ancient book restoration, tea making). From first-person process video plus finished-defect evidence it works backwards to
• County-Dialect Synthetic Speech Data and On-Premise ASR Delivery（idea-culture-2）
  We synthesize dialect speech with LLMs and add de-identified real recordings to fine-tune an on-device ASR model for one named county dialect, delivering offline transcription for 12345 hotlines, hospital triage and elderly-care terminals,
• Personal Museum Curator（idea-culture-3）
  This does only the optimal route for the final 30 minutes before closing, plus constraint-based curation when visitors bring children or elderly companions. Given remaining time, stamina and exhibits already seen, it outputs a drop list and
• Yearbook Cross-Year Data Proofing Desk（idea-culture-5）
  For municipal chronicle offices and yearbook editorial desks: it checks only falsifiable facts and never polishes prose. The AI reads the yearbook draft, extracts five fact types — personal names with titles, institution names, numeric indi
• Audiobook Recording Proof-Listening Desk（idea-culture-6）
  For audiobook and radio-drama studios: one job only — line-by-line proof-listening after recording. The AI first normalises the final script for reading conventions (numbers, proper nouns, heteronyms, English abbreviations), then force-alig
• Reference Provenance Verification Desk（idea-culture-7）
  For academic journal editorial offices and scholarly press proofing desks: one job only — can every entry in the reference list be traced to a document that actually exists? The AI parses in-text citations and the reference list, splits eac
• Digitisation Rescan List（idea-culture-8）
  For local-history digitisation projects at public libraries and archives: page-by-page quality control of each scanned batch, nothing else. The AI checks every page image for missing pages and broken page-number sequence, duplicated or resh
• Classical Text Glyph Collation Assistant（idea-culture-9）
  For classical-text publishing houses and digitisation firms: collation at the glyph level only. The AI first recognises characters from page images of the source edition and compares them character by character with the transcribed text, fl
• （99fc5410-fdc8-4a81-84a8-15ec3de4618c）
  

Payments & Clearing（payment）· 9

• Beneficial Owner Trace and Merchant Onboarding Desk（idea-payment-5）
  AI serves the merchant review desk of payment institutions and acquirer service providers, checking onboarding files to an auditable standard. It reads business licences, articles of association, ownership charts, shareholder registers, leg
• Terminal Registry and Location Filing Ledger（idea-payment-6）
  AI serves the terminal management desk of acquirers and acquirer service providers, reconciling registry, filed data and field data into one record per terminal. It gathers terminal management records (serial number, model, merchant binding
• Acquiring Commission and Rate Settlement Verifier（idea-payment-7）
  AI serves acquirer service providers and channel agents, restoring the commission that upstream settlement statements owe. It reads channel settlement statements and commission detail, merchant rate contracts, card-network and clearing fee
• Cross-Border Remittance Return Diagnosis Desk（idea-payment-8）
  AI serves bank international settlement and clearing processing centres, turning returns and inquiries from guesswork into field-level localization. It reads outgoing and returned messages, correspondent inquiry traffic, customer payment ap
• Merchant Category Code Mismatch Screener（idea-payment-9）
  AI serves acquirer risk and compliance teams, turning category-code mismatch detection from sampling into full-population screening. It cross-checks declared merchant category codes, registered business scope, storefront and interior photos
• Pre-Arbitration Decision & Evidence Agent（idea-payment-1）
  AI keeps effective-date-stamped snapshots of Visa VAMP and Mastercard dispute rules, takes each lost chargeback's dispute stage and the clause in force at that stage, decides whether pre-arbitration or arbitration is still available, and tu
• On-Site Merchant Verification Report & Filing Ledger（idea-payment-2）
  AI turns mobile-captured storefront, counter and terminal photos plus GPS, timestamps, business-condition notes and risk tags into an archivally acceptable on-site verification and assessment report per merchant: a clause-by-clause conclusi
• Cross-Institution Reconciliation Root-Cause Desk（idea-payment-3）
  AI reconciles channel bills, card-network and clearing files, and the internal ledger, checking each transaction's traces at authorization, clearing, settlement and posting to localize which layer broke and attach the data evidence; it draf
• （caf56e31-a5cb-47ec-999b-ca1a65a284b3）
  

Wealth Management（wealth）· 9

• Fund Suitability Dual-Recording and Follow-Up Check（idea-wealth-5）
  A suitability-record verification desk for compliance and consumer-protection teams at fund distributors. AI compares dual-recording video and audio, risk-tolerance questionnaires, product risk ratings and prospectus summaries, follow-up ca
• Private-Pension Account Contribution Reconciliation Desk（idea-wealth-6）
  A contribution-and-investment reconciliation desk for private-pension operations teams at banks, wealth managers, fund houses and insurers. AI aligns contribution details, holdings and transactions, channel-reported data and client-authoris
• Advisory Fee Accrual and Collection Review（idea-wealth-7）
  A fee-verification desk for operations and compliance teams at fund advisory and bank wealth-advisory businesses. AI reads the service agreement, rate card and billing-method terms, daily portfolio net values and unit flows, subscription, r
• Trust Beneficiary Distribution Ledger Auditor（idea-wealth-8）
  A beneficiary-distribution ledger audit tool for trust companies' operations and compliance teams. AI reads trust deeds and beneficiary registers, distribution clauses and priority terms, period income and expense calculations, payment inst
• Wealth-Product Look-Through Registration Check（idea-wealth-9）
  A look-through investment-direction verification tool for operations and compliance teams at wealth-management firms and brokerage asset managers. AI reads product prospectuses and investment-scope terms, periodic report holdings, rating an
• Deceased Estate Asset Ledger and Withdrawal Routing（idea-wealth-1）
  AI turns death certificates, kinship proofs, wills and notarial deeds plus institution responses from query channels into one signable estate asset ledger: each item tagged with its withdrawal route (notarisation-free simplified withdrawal
• CRS Self-Certification and Holding-Structure Check（idea-wealth-2）
  AI extracts handwritten or scanned CRS/FATCA self-certification forms and cross-checks them against passports, offshore company registrations, trust deeds, beneficial-owner declarations and the signing-authority chain, verifying contradicti
• Elder-Customer Surrender and Policy-Loan Anomaly Check（idea-wealth-3）
  AI parses dual-recording audio, surrender applications, complaint tickets and payment flows, matches them against proxy-surrender script patterns and links surrendered funds to newly issued policies, then outputs a per-customer high-risk ca
• （e54367f8-3b44-41e0-8e40-c71061987c2f）
  

Urban Renewal（urbanrenew）· 9

• Lift-Addition Consent and Objection Handling Desk（idea-urbanrenew-5）
  A consent-solicitation ledger desk for sub-district lift-addition offices, delivery agents and neighbourhood committees. From photos of paper and electronic solicitation forms the AI extracts each household's status (agree, object, abstain,
• Utility-Outage Notice and Compensation Ledger for Retrofit Works（idea-urbanrenew-6）
  A per-household notice and compensation ledger for retrofit general contractors and sub-district renewal task forces. From zoned work plans and utility-diversion applications the AI computes which households and shops are affected in each t
• Heritage-Building Restoration Craft Verifier（idea-urbanrenew-7）
  A part-level craft verification desk for historic-city conservation centres, heritage offices and restoration contractors. The AI reads restoration plans, design drawings, material samples and test reports, construction photos and craft rec
• Village-Redevelopment Compensation Recalculation Desk（idea-urbanrenew-8）
  A per-household recalculation and reconciliation desk for district expropriation centres and sub-district relocation offices. The AI reads the compensation and resettlement scheme, the household register, survey and appraisal reports, agree
• Social-Stability Risk Ledger Officer for Urban Renewal（idea-urbanrenew-9）
  A public-opinion aggregation and mitigation ledger for district urban-renewal bureaus and commissioned social-stability assessment firms. The AI reads household-visit and forum records (audio, photos of paper questionnaires, exports of resi
• Urban Renewal Fund Traceability Audit Ledger（idea-urbanrenew-1）
  Ingest special-bond and central-subsidy ledgers, construction and supervision contracts, payment vouchers and bank statements; AI maps each disbursement back to a specific bill item at building–household–work-quantity level (e.g. lift pit f
• Post-Retrofit Asset Registry Reconciliation Agent（idea-urbanrenew-2）
  Match as-built drawings, completion certificates, expropriation and lift-addition agreements and surveyed-area reports household by household; AI extracts each household's owner, address, registered area, surveyed area and retrofit type (li
• Long-Term Stewardship Handover Ledger（idea-urbanrenew-3）
  Ingest retrofit cost schedules, equipment serial numbers and factory documents, warranty terms, property fees and stewardship cash flows; AI produces a handover schedule by facility type (model, quantity, installation location, warranty sta
• （bf187317-2bd3-42a0-ac7e-94c3fb31878e）
  

Flood Control（flood）· 9

• Flood Dispatch Order-to-Receipt Ledger（idea-flood-5）
  A dispatch closure desk for county flood-control duty rooms: spoken or handwritten dispatch orders (reservoir pre-release, gate opening, flood-diversion preparation, evacuation notices) are turned into structured official draft documents, r
• Cross-Province Basin Dispatch Handover Sheet（idea-flood-6）
  A dispatch handover desk for river-basin authorities and provincial flood-control duty rooms: it reads successive dispatch orders for reservoir groups and gates, extracts time windows, target stages, release flows and gate-opening changes,
• Urban Drainage Pump-Station Coordination Desk（idea-flood-7）
  A pump-and-gate coordination desk for urban drainage group dispatch centres: it ingests pipe-network levels, pump-station status, river stages and rainfall forecasts, then generates pump start/stop sequences, gate openings and mobile-pump d
• Drought Water Quota and Rotation Irrigation Desk（idea-flood-8）
  A water-allocation desk for county drought-relief duty rooms: it ingests meteorological drought indices, soil moisture, reservoir and pond storage, pump intake capacity and irrigation-district canal ledgers, then applies the priority order
• Flood Insurance and Relief Cross-Verification（idea-flood-9）
  A duplicate-payout verification desk for county emergency-management departments and insurers: it cross-matches property and agricultural claim surveys and payout lists against government relief-fund and relief-goods distribution ledgers by
• Confirm-the-Action Ledger for Flash-Flood Call-and-Respond（idea-flood-1）
  Covers only the post-alert verification step: AI calls each at-risk household to confirm who moved, to where and whether cars left the garage, requires geotagged on-site photos and a water-gauge photo, classifies each household as evacuated
• Underground-Space Flood Liability and Payout Evidence Chain（idea-flood-2）
  AI converts each alert into point-specific actions (which garage ramps to block, which rows of cars to move, by when), issues deadline-bound duty tasks that require instant geotagged photos, then assembles alert-receipt times, on-duty image
• Forecast-Review and Threshold-Recalibration Desk for County Flood Duty Officers（idea-flood-3）
  No forecasting model of its own: AI compares each 3/6-hour forecast against observed rainfall and stage the next day, attributes error to rainfall input, rainfall-runoff parameters or threshold settings, proposes per-station parameter and w
• （6139baaf-4cdd-4430-8e8e-e9ab3b49ed0a）
  

Meteorological Services（meteo）· 9

• Road Ice and Ponding Patrol Order Desk（idea-meteo-5）
  A road-risk drafting desk for expressway and national/provincial highway operators: it aligns hourly road-surface temperature, precipitation phase and visibility with bridge and tunnel ledgers to generate per-segment ice, snow, ponding and
• Farm Operation Window and Spraying Desk（idea-meteo-6）
  A farm-operation window desk for county agricultural extension agencies and planting cooperatives: it aligns hourly weather variables with crop phenology and plot types to output five-to-seven-day operable windows for sowing, transplanting,
• Airfield Ground-Support Weather Threshold Desk（idea-meteo-7）
  A ground-support drafting desk for small and mid-size airports' operations control centres and ground handlers: it aligns hourly wind, visibility, runway visual range, precipitation and temperature forecasts with stands, aircraft types, de-
• Automatic Weather Station Data Quality Desk（idea-meteo-8）
  A station data-quality drafting desk for municipal meteorological observation and equipment-support units: it cross-compares minute-level automatic station readings against neighbouring stations, manual observations, radar and satellite ret
• Outdoor Event Weather Assurance Desk（idea-meteo-9）
  An event weather assurance desk for race and concert organisers: by venue zone and race or show schedule, it translates hourly and nowcast forecasts into executable decision advice - which window can continue, when to switch to the rain con
• Forecast-and-File Copilot for Sub-6MW Renewable Sites（idea-meteo-1）
  For sub-6MW distributed solar and storage sites without meteorology staff, AI issues rolling four-hour 15-minute irradiance, wind and power forecasts, self-checks the deviation band and penalty under local grid rules, files the day-ahead su
• Plot-Level Trigger, Payout and Weather-Causation Adjudication（idea-meteo-2）
  AI aligns each insured plot (vector boundary, crop, phenology) with public weather grids and soil moisture, decides per-plot whether the payout trigger fired and at what ratio, and delivers a household-level payout list, a variance-adjustme
• Stop-Work Order Delivery and Execution Verification（idea-meteo-3）
  For riders, freight drivers and construction crews with no fixed workstation: AI turns hourly forecasts into per-contract site orders (when to stop accepting orders, which routes to divert, which crane halts lifting), pushes them to shift l
• （8cc65e92-0744-497a-85bb-328d0322b364）
  

Emergency Rescue（rescue）· 9

• Triage Tag and Transfer Handover Desk（idea-rescue-5）
  One job only at a disaster scene: turn the triage officer's spoken grading into stick-on, scannable, traceable tags and a transfer handover sheet, with no automatic grading. The officer says "red tag, fast breathing, evacuate first"; the AI
• Shelter Activation Readiness Ledger（idea-rescue-6）
  One job only: walk a shelter that is about to be activated through its activation conditions and output whether it can open, what is missing and who fixes it. The AI reads floor plans, supply lists, photos of water, power and toilets, foota
• Contracted Reserve Stock Rotation Verifier（idea-rescue-7）
  One job only for contracted reserves: verify that supermarkets and pharmaceutical firms holding a reserve contract actually keep the agreed emergency supplies in their warehouses, and whether rotation is overdue. The AI breaks each contract
• Post-Flood Sanitation Batch Ledger（idea-rescue-8）
  One job only after floodwater recedes: turn desilting and disinfection work into a settlement-ready, inspection-ready batch ledger. Crews shoot guided before, during and after video plus chemical labels and weighing on their phones; the AI
• Cross-Region Rescue Mobilization Document Desk（idea-rescue-9）
  One document type only: the mobilization letter, passage document and personnel and equipment list for a social emergency team responding outside its own region, generated in one pass and verifiable. The AI reads the task order, the team's
• Field-Voice-to-Official Disaster Report Compiler（idea-rescue-1）
  Village reporters only speak a sentence, shoot a few photos and pin a location. The AI does the work: dialect speech-to-text, extracts elements such as '12 rooms collapsed, 5 trapped, 2 roads cut' and reads them back for confirmation, tags
• AI Scorer for Real Footage of Emergency Drills（idea-rescue-2）
  Real drill footage from fixed cameras and staff phones is fed in. The AI does the work: detecting people and protective gear (helmets, workwear, harnesses), whether arrival and response times beat the plan, whether escalation and warning or
• Per-Household Relief Verification by Imagery and Claim Cross-Check（idea-rescue-3）
  Following the national regulation on relief for disaster-damaged housing, the AI does the work: multi-temporal comparison of pre-disaster, post-disaster, under-construction and completed photos and drone imagery to decide whether a rebuild
• （d74e6ca0-d236-415d-94d0-3d7d7bee0163）
  

Accessibility & Elderly Care（access）· 9

• Barrier-Free Route Breakpoint Surveyor（idea-access-5）
  One job only: walk a specific daily-life route (home to market, clinic or bus stop) to find the breakpoints in barrier-free passage and output the remediation quantities. The AI joins street-level and handheld video, close-up photos of ramp
• Home Adaptation Assessment and Subsidy Filing Desk（idea-access-6）
  One job only: a single home visit produces a signable adaptation plan and subsidy filing pack. The assessor shoots bathroom, kitchen, bedroom, threshold and lighting on a guided phone flow; the AI combines the scale with the older person's
• Elder-Friendly Drug Label Version Desk（idea-access-7）
  One document type only: convert an approved drug label into a large-print, easy-read and audio version with a traceable archive. The AI parses the label PDF and approval number, simplifies terminology and re-flows the sections, producing a
• Assistive Device Subsidy Settlement Verifier（idea-access-8）
  One job only: verify every settlement of a disability assistive-device subsidy to find duplicates, overruns and mismatches. The AI puts the adaptation assessment form, device order and invoice, delivery photos and signed receipt, disability
• Audio Description Track Production Desk（idea-access-9）
  One content type only: produce audio description tracks for film, television and campaign videos so visually impaired audiences can follow what is happening on screen. The AI does shot-level visual understanding: recognising scenes, charact
• Accessibility Remediation Evidence Officer（idea-access-1）
  Built for procuratorial accessibility and age-friendliness public-interest litigation and compliance inspections. The AI does the work: automatically running screen reader, captions and alt text, 200% zoom, high contrast and keyboard/focus
• Cross-Visit Anomaly Auditor for Home Long-Term Care（idea-access-2）
  Local long-term care insurers already invest in clock-ins, face checks, GPS and video spot checks. This AI does the step they skip: putting each visit's clock-in, GPS track, service audio or video, family signature, care plan and settlement
• Deaf Patient Document Packager with Signed Receipts（idea-access-3）
  The AI does one thing: turn existing documents into an archivable, traceable sign-language plus plain-language output pack. It reads consent forms, medication and discharge instructions, police statements and contracts, produces national si
• （926cba0e-ceac-41d3-adb6-a2d319587e25）
  

Pet Healthcare（petmed）· 9

• Veterinary Medical Waste and Disinfection Ledger Auditor（idea-petmed-5）
  For the director of an independent or small-chain veterinary clinic (who is also the licence holder): AI aggregates daily clinical waste by category (infectious, sharps, pharmaceutical, chemical, pathological), reconciles the temporary-stor
• Breeding Health Dossier and Pre-Sale Disclosure Desk（idea-petmed-6）
  For registered cattery and kennel operators and pet-shop live-animal sellers: AI gathers each breeding cat or dog's hereditary screening reports (feline cardiomyopathy and polycystic kidney disease, canine hip and elbow scores, eye conditio
• Pet Vaccination Record and Travel Quarantine Checker（idea-petmed-7）
  For veterinary preventive-care departments and pet travel agencies: AI gathers each pet's rabies and combination vaccine records (product, batch, date, validity, clinic and licensed vet signature) and checks them against destination and tra
• Chronic Pet Care Recall and Adherence Ledger（idea-petmed-8）
  For chronic-care clinics and directors at veterinary hospitals: for managed cases such as kidney disease, diabetes, heart disease, thyroid conditions and arthritis, AI computes each pet's next review date and key-indicator follow-up windows
• Pre-Anesthesia Checklist and Risk Note Drafter（idea-petmed-9）
  For veterinary hospital directors and anesthesia or surgery leads: once a procedure is scheduled, AI pulls the required pre-operative tests for that case from an in-clinic standards library according to species, breed, age, weight, body con
• Claims Autofill for Independent Vet Clinics（idea-petmed-1）
  AI reads the records, lab sheets and billing of an independent clinic (or takes photos of paper slips and voice notes where no software exists), extracts diagnosis, medication, procedures, amounts and visit times into each insurer's claim c
• Vet Visit Evidence Vault（idea-petmed-2）
  At the end of each visit AI gathers the notes, prescriptions, lab reports, consent forms and itemised bill, audits them against animal-clinic record rules for missing fields, missing licensed-vet signatures, out-of-order timestamps and afte
• Vet Prescription Pre-Audit Ledger（idea-petmed-3）
  Hooked into the prescribing step, AI pre-audits each prescription against species, weight, liver/kidney function and concurrent drugs using veterinary dose ranges, antimicrobial-use and withdrawal-period rules, blocking human drugs given to
• （74490513-f390-49e0-8c41-910c0076f667）
  

Esports（esports）· 9

• LAN Match Device Chain-of-Custody Verifier（idea-esports-5）
  For technical leads at small and mid-size offline tournaments, this verifies device chain of custody from pre-match to post-match. The agent reads device fingerprints, firmware and driver versions, key-mapping and input profiles from player
• Sponsorship Exposure Fulfilment Audit（idea-esports-6）
  For brand marketing leads and the commercial staff of small teams, this audits one thing only: whether the exposure rights written into a sponsorship contract were delivered. The agent reads event and player livestream replays, social posts
• Academy Training-Compensation Claim Desk（idea-esports-7）
  For academy and small-club owners, this turns three years of training followed by a player walking away unpaid into a claim with paperwork behind it. The agent gathers academy contracts, training and attendance records, tournament entry and
• Prize-Payout Settlement & Voucher Desk（idea-esports-8）
  For the finance lead at a small tournament organiser or event production company, this handles one line only: prize money. The agent reads prize rules, placements and bracket results, player and club revenue-share clauses, identity and paye
• Scrim Leak Tracing & Watermark Forensics（idea-esports-9）
  For club operations leads and event compliance staff, this targets one problem: leaks of scrim recordings and tactical setups. The agent embeds a recipient-specific visual and audio watermark into every scrim recording sent to practice part
• Minor Trainee Guardianship & Load Evidence Agent（idea-esports-1）
  An agent extracts each minor trainee's session start/stop, continuous blocks, rest gaps, sleep windows, and parental-consent validity from training-system exports, badge/peripheral online logs, sleep wearables, and signed guardian forms, ch
• Pre-Signing Cross-Region Compliance & Due-Diligence Desk（idea-esports-2）
  The agent builds a citable rule base from each region/game rulebook, transfer-window calendar, buyout and loan terms, minimum-age and schooling requirements, and roster-slot caps, then pre-validates every player-club-target-event combinatio
• Lower-Tier Match Integrity Evidence Desk（idea-esports-3）
  The agent plugs into a lower-tier tournament's own match-server logs, anti-cheat receipts, player account and device fingerprints, public odds movement, and abnormal kill/economy curves, flags suspicious matches and accounts after each matc
• （8f117cf2-3ea9-4052-b095-a6c1aaa8732a）
  

VFX & Post-Production（vfx）· 9

• LED Volume Calibration Evidence Desk（idea-vfx-5）
  For the technical director of an LED virtual production stage, this watches one thing only: whether on-set calibration held and which version each shot was captured with. The agent reads wall calibration logs, camera tracking logs, camera m
• Render-Hour & Re-Render Cost Audit（idea-vfx-6）
  For VFX producers on series and animation projects, this audits one cost line: rendering. The agent gathers render-farm task logs (frame numbers, nodes, durations, failure and retry reasons), vendor quotes and invoices, and the shot list, t
• Generative-Shot Disclosure Ledger（idea-vfx-7）
  For post-production producers and delivery managers, this fills in one field of the delivery questionnaire: which shots used generative or AI-assisted processing. The agent identifies de-ageing, face replacement, set extension, upscaling an
• Follow-the-Sun Shift Handover Desk（idea-vfx-8）
  For VFX coordinators and post producers on cross-border projects, this does one thing: hand unfinished work to the next shift accurately. The agent gathers open items from ticketing systems, repository submissions, render queues and review
• VFX Progress Evidence for Completion Bonds（idea-vfx-9）
  For supervising producers at completion-bond providers and producers at production companies, this does one thing: evidence of VFX progress. The agent gathers per-shot completion-stage evidence (modelling, animation, effects, lighting, comp
• Dailies QC-to-Ticket-to-Recheck Closer（idea-vfx-1）
  For each new per-shot version submitted by the vendor, the agent does two things: locally compares frame-by-frame against the previous baseline to detect flicker, character/facial drift, lip-sync error, continuity breaks, missing elements,
• Performer Digital-Replica Consent Scope Auditor（idea-vfx-2）
  The agent structures each performer's digital-replica and AI face/voice consent into machine-checkable terms (permitted uses, territory, media, term, post-mortem use, secondary training, sublicensing) and matches them shot-by-shot against t
• VFX Vendor Multi-Project Hours Compliance Filing（idea-vfx-3）
  For an outsourcing VFX vendor running several client shows at once, the agent normalizes timesheets, badge and software-license online logs, and email timestamps into a person x day x project hours ledger, recomputes overtime tiers, rest da
• （5b407cc5-c9c1-4740-87b6-ac958946e3b7）
  

Nuclear Industry（nuclear）· 4

• ISI Radiograph Verdict-to-Work-Order Closure Ledger（idea-nuclear-1）
  AI reads digitized radiographs, outputs defect boxes, type and size, then links each defect to the weld ID in the component ledger and pulls that weld's RCC-M/ASME acceptance level plus process context to judge and reject artifacts. For def
• Nuclear Regulatory Commitment Closure Agent（idea-nuclear-2）
  AI extracts and de-duplicates commitments and corrective actions from regulator inspection reports, regional office findings, operating-event reports and safety-review comments into single items; for each item it retrieves evidence from pla
• Cross-Contractor Dose Filing Audit & Investigation Drafter（idea-nuclear-3）
  AI normalizes heterogeneous contractor dose filings (PDFs, spreadsheets and dosimeter-vendor exports on different templates) into person-contractor-date-dose records, cross-checks them against controlled-area access logs and work permits, a
• （b767ca22-9a30-4852-8af6-490307a513d4）
  

Low-Altitude Economy（lowalt）· 4

• UAS Event Report & Claim Dossier Automation（idea-lowalt-1）
  After an event, AI pulls flight logs, telemetry, maintenance and licence records, tests them against the emergency and non-emergency event lists in the CAAC UAS Event Information Management Rules to classify severity, and extracts the causa
• Low-Altitude Noise Complaint-to-Sortie Attribution Desk（idea-lowalt-2）
  AI aligns complaint timestamps with low-altitude acoustic monitoring points, ADS-B/remote-ID tracks and vertiport or corridor flight plans on one timeline, and attributes each complaint to the contributing sorties and operators in that wind
• Small UAS Operator Credential & Cross-Region Filing Desk（idea-lowalt-3）
  AI builds a pilot-aircraft-insurance credential ledger for small operators (operating certificate, remote-pilot licence, registration and remote ID, airworthiness documents, third-party liability policy and its coverage floor), assembles a
• （3d49a1d9-6207-4b16-874a-fddfbb78408d）
  

Shipping & Ports（shipping）· 4

• Voyage Emissions Self-Report Reconciliation and Verification Evidence Pack（idea-shipping-1）
  AI reconciles a ship's self-reported emissions data item by item against independent sources: noon-report daily consumption versus consumption back-calculated from AIS speed and distance, bunker receipt (BDN) quantities versus measured tank
• JIT Arrival - Demurrage and NOR Validity Evidence Chain（idea-shipping-2）
  AI reads charter-party and fixture terms on demurrage, laytime, NOR tender and waiting, and assembles AIS tracks, anchorage in/out records, pilotage and berthing records, and hourly weather and tide data into a single hourly timeline. It ju
• Container DG Misdeclaration Screening-to-Inspection Feedback Loop（idea-shipping-3）
  AI reads manifests, cargo descriptions, HS codes, container types, declaration history and yard-side X-ray, weighing and temperature data, scores each container, infers the UN number and hazard class, and ranks inspection work orders by pri
• （8da6063b-e5ed-4584-8172-704e4da39999）
  

Mining Safety（mining）· 4

• Violation-to-Contractor Accountability and Appeal Ledger（idea-mining-1）
  AI ingests violation clips from mixed-brand underground cameras and aligns the person on screen with tag ID, shift assignment sheets and the outsourced (contractor or dispatch-labour) roster, first resolving whose worker it was and whose re
• Regulatory Alert Disposition and Self-Evidence Generator（idea-mining-2）
  AI ingests regulator-platform alerts (gas over-limit, sensor disconnect, emission-volume mismatch, over-limit without alarm, personnel violations, large-energy microseismic events, tailings displacement) and correlates them with production
• Inspection Directive Response and Repeat-Finding Ledger（idea-mining-3）
  AI reads enforcement documents (on-site inspection records, deadline-based rectification directives, administrative penalty decisions) to extract each finding, its legal basis and deadline, then builds a deadline-driven task list with respo
• （3c4c5192-b448-4a64-bc87-9d978f275806）
  

Oil & Gas Pipelines（oilgas）· 4

• In-Service Girth Weld Film Archive Re-Reader（idea-oilgas-1）
  Batch-digitise archived in-service girth weld films (including those already graded acceptable), pair each film with the latest re-inspection film of the same weld, let AI compare defect position and size per pair, then emit a new/growing-d
• Third-Party Damage Claim Evidence Agent（idea-oilgas-2）
  Once a fibre-optic alarm fires, AI aligns alarm time, waterfall plot, pipeline stationing and machinery type with permit logs, high-consequence-area video, patrol verification records and contractor vehicle data to reconstruct the intrusion
• Pipeline Integrity Dual-Regime Filing Generator（idea-oilgas-3）
  Read ILI, ECDA, dig-verification, repair and pressure-test records, and have AI emit two filing sets per segment: Chinese GB 32167 / pipeline-protection ledgers with disposition sheets, remediation orders and internal-audit checklists, and
• （063b3516-46bd-4592-9753-2160e8172126）
  

Funeral Services（funeral）· 4

• Funeral Actual-Charge Reconstruction Auditor（idea-funeral-1）
  Take a year of de-identified records from one funeral home or county — contracts, price lists, settlement slips, invoices, WeChat and cash receipts, hardship-relief approvals — and have AI map every charge back to a service item across the
• Decedent Handover Document Verifier（idea-funeral-2）
  Verify handover documents across hospital mortuary, funeral home, transfer vehicle and retort: AI reads death certificates, transfer dockets, ID and household records, wristband barcodes, pre-retort verification logs and transport/sanitatio
• Cross-Province Bereavement Benefit Adjudicator（idea-funeral-3）
  For deaths that cross provincial lines between household registration, place of death and burial site, AI matches the deceased's ID tags (county of registration, place of death, burial site, ethnicity/religion, low-income, extreme-poverty,
• （542c227d-9198-4c55-905a-c3bfd54bf155）
  

Weddings & Banquets（wedding）· 4

• Wedding Banquet Fulfillment Verification（idea-wedding-1）
  AI extracts dishes, specs, portions and serving order from the wedding contract or hotel banquet package into a per-item checklist, then compares on-the-spot photos of each table against it, flagging downgraded ingredients (steamed olive fl
• Wedding Day Vendor Fulfillment Ledger（idea-wedding-2）
  AI splits the wedding run sheet into minute-level arrival and delivery checkpoints per vendor (photo, video, MC, car fleet, makeup), auto-logs the day with geo check-ins and on-site photos, detects lateness, substitution or short-staffing a
• Wedding Photo Delivery QA Audit（idea-wedding-3）
  AI checks a studio's delivered photos and videos against a ritual checklist (bride pick-up, tea ceremony, ring exchange, officiant speech, toasts), judging per segment whether it was captured and whether key people (couple, both sets of par
• （5ebda344-daab-49e0-a4e7-4efa8a45b49a）
  

Notarization & Arbitration（notary）· 4

• Notarial Document Fraud Screening Assistant（idea-notary-1）
  Before acceptance, OCR and normalise batches of ID cards, household registers, title deeds, marriage and credit records, then screen each for re-photography splicing, cut-paste background swaps, recompression traces, expiry and issuing-auth
• Sham Arbitration & Professional Lending Screening Model（idea-notary-2）
  Ingest online arbitration awards, enforcement objection rulings and defaulter lists; AI de-duplicates parties, builds an association graph (same agent, same applicant, same payee account, same boilerplate text), then scores signals such as
• Cross-Border Award Enforcement Readiness Tool（idea-notary-3）
  Feed in the award, arbitration agreement and service evidence in Chinese and English; AI audits the file article by article against New York Convention Article V, flags this case's weak points and missing proof, then builds a per-forum requ
• （d70eff77-8212-4c20-9142-7a5db5ca4af9）