Opportunity feed
Evidence-backed AI product opportunities across all 44 domains, scored on demand, monetization, buildability and openness — never popularity.
Browsing as a visitor — titles only. Create a free account to open an opportunity and read its problem, solution, evidence and scoring; the highest-scoring ones are on the paid plans.
- 22
MuniLink Unified Smart City Hub
smart-cities-iot#87Updated 26 days ago
- 69
SewerSight AI: Automated Inflow & Infiltration (I&I) Detection
smart-cities-iot#3Updated 26 days ago
- 48
AI-Powered IoT Sensor Anomaly Detection for Water Utilities
smart-cities-iot#26Updated 26 days ago
- 27
MQTT Certify
smart-cities-iot#80Updated 26 days ago
- 20
FirmwareSecure for Smart Cities
smart-cities-iot#93Updated 26 days ago
- 74
Edge AI Gateway for Smart Building Occupancy Analytics
smart-cities-iot#2Updated 26 days ago
- 55
Smart Water Leak Detection and Response Agent
smart-cities-iot#14Updated 26 days ago
- 61
AI Video Anonymization for Municipal CCTV Analytics
smart-cities-iot#7Updated 26 days ago
- 40
Intersection Conflict Analytics for Vision Zero
smart-cities-iot#45Updated 26 days ago
- 45
AI-Powered Traffic Data Exporter for Urban Planners
smart-cities-iot#32Updated 26 days ago
- 39
TrafficFlow Sim Studio
smart-cities-iot#49Updated 26 days ago
- 43
EdgeMQ: Managed MQTT Broker with AI Auto-Scaling for Smart Cities
smart-cities-iot#37Updated 26 days ago
- 43
GreenWave: AI-Driven Signal Coordination for Corridors
smart-cities-iot#38Updated 26 days ago
- 25
AI Traffic Incident Response Copilot
smart-cities-iot#83Updated 26 days ago
- 43
IoT Sensor Virtualization Engine for Smart City Monitoring
smart-cities-iot#36Updated 26 days ago
- 28
Vehicle-to-Infrastructure (V2I) Communication Assistant
smart-cities-iot#77Updated 26 days ago
- 44
IoT-LM Copilot for Smart City Builders
smart-cities-iot#34Updated 26 days ago
- 35
CityMQTT Guardian
smart-cities-iot#63Updated 26 days ago
- 32
Smart City Data Quality Guardian
smart-cities-iot#67Updated 26 days ago
- 36
Citywide Drone Inspection Analytics
smart-cities-iot#60Updated 26 days ago
- 40
Kafka-MQTT Bridge Tester: Protocol Compliance and Performance Assurance
smart-cities-iot#48Updated 26 days ago
- 60
AI-Driven Traffic Signal Preemption for Emergency Vehicles
smart-cities-iot#9Updated 26 days ago
- 40
Smart Streetlight AI Energy Optimizer
smart-cities-iot#44Updated 26 days ago
- 53
TrafficFlow Signal Control Copilot
smart-cities-iot#18Updated 26 days ago
- 46
SmartCity Sensor Health & Calibration Copilot
smart-cities-iot#31Updated 26 days ago
- 39
Traffic Platooning PlatoonSync
smart-cities-iot#52Updated 26 days ago
- 26
Right-of-Way Revenue Optimizer
smart-cities-iot#82Updated 26 days ago
- 51
EdgeVision AI for Smart Parking Enforcement
smart-cities-iot#21Updated 26 days ago
- 32
UtilityVault: AI-Powered Underground Utility Mapping and Collision Avoidance
smart-cities-iot#66Updated 26 days ago
- 58
StreetScan: AI-Enabled Pavement Condition Assessment for Municipals
smart-cities-iot#10Updated 26 days ago