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19 past challengesDigital twin of a 220 km freight corridor
Rail operator seeks a lightweight digital twin for predictive scheduling. IoT feeds available.
Food-waste reduction across hotel kitchens
Global hotel chain wants IoT + CV solutions to reduce food waste 25% inside 6 months.
Low-code integration for legacy MES
Industrial automation group seeks lightweight iPaaS tuned for 20-year-old MES.
Real-time anomaly detection for HV substations
Utility operator seeks edge-deployable models for early fault detection across 1,200 substations. Existing SCADA feeds available.
AI-driven traction energy optimization for regional rail
A regional rail operator wants software that ingests timetable, topology, weather, and regenerative-braking telemetry to advise drivers and dispatchers on energy-optimal operations. 6-month pilot on one line, baseline provided.
Personalised nutrition from wearables
FMCG brand seeks partners for a D2C nutrition experience powered by wearable data.
AI second-read copilot for radiology
Hospital network wants an AI second-read tool for chest CT. CE-MDR class IIa or higher required.
Dynamic end-of-day pricing to cut station-retail food waste
A station-retail portfolio operator seeks an AI-driven dynamic pricing tool for perishable food that integrates with existing POS systems and staff mobile apps. Success = ≥30% waste reduction over 8-week pilot in 10 stores.
Fraud detection for SMB BNPL
Payments company launching BNPL for SMBs needs on-device fraud scoring under 80 ms.
Predictive maintenance on offshore wind gearboxes
North Sea operator seeks vibration + oil-analysis fusion models. Pilot on 12 turbines.
Cut idle time on autonomous forklifts by 30%
A large-scale logistics operator seeks computer-vision or telemetry solutions that reduce autonomous forklift idle time in high-throughput warehouses. Target: 30% reduction over a 90-day pilot.
AI coach for enterprise sales onboarding
B2B SaaS scale-up wants an AI coach that reduces ramp time for enterprise AEs from 9 to 5 months.
Privacy-preserving passenger flow analytics for major stations
A transport hub operator is looking for computer vision or sensor-fusion solutions that measure crowding, dwell time, and flow patterns in real time — without biometric identification. Pilot at 2 stations over 4 months.
Camera-free footfall analytics for 900 retail stores
Privacy-first foot-traffic and dwell-time analytics using non-visual sensors. GDPR-first required.
Voice agent for insurance FNOL after hours
Insurer wants a natural voice agent to handle 60% of after-hours first-notice-of-loss calls.
Scope-3 emissions estimation from supplier data
AI models that estimate scope-3 emissions per SKU using unstructured supplier documentation. Must integrate with existing PLM.
Predictive door-failure detection for a national rail fleet
A large European rail operator seeks a predictive maintenance solution that anticipates door subsystem failures on a 400+ vehicle fleet using existing telemetry and optional retrofit sensors. Pilot on 20 vehicles for 3 months, success = >70% failure prediction 48h in advance.
Automated compliance narrative generation
Global bank needs LLM tooling to draft SOX narratives from ERP logs. On-prem or VPC deployment.
Generative CAD for parametric furniture
Furniture manufacturer explores generative CAD to shorten design cycles from 12 to 3 weeks.