BrainPredict Smart CityUrban AI Operating System — 35 AI Models Across 8 City Verticals
The world's most comprehensive urban AI platform. 35 AI models spanning Traffic & Mobility, Energy Grid, Water, Environment, Emergency Response, Waste, Citizen Services, and the City Brain Orchestrator (SC-35). 100% on-premise. EU AI Act compliant. ISO 37120 benchmarked. Integrated with all 19 other BrainPredict platforms via Intelligence Bus v10.
8 City Verticals · 35 AI Models
Each vertical runs independently or as part of the integrated City Brain Orchestrator (SC-35). All models share a common Intelligence Bus v10 event layer.
Traffic
8
AI models
Energy
6
AI models
Water
1
AI models
Environment
5
AI models
Emergency
2
AI models
Waste
2
AI models
Citizen
7
AI models
City Brain
4
AI models
All 35 AI Models
SC-01 through SC-35 — every model runs on-premise. No citizen data leaves your infrastructure.
SC-01 Traffic Flow Optimizer
TrafficAdaptive signal control + incident detection — SUMO/VISSIM co-simulation, XGBoost, ATSC compliance
SC-02 Incident Detector
TrafficReal-time incident detection from CCTV, loop, and floating vehicle data — YOLO v9 + XGBoost
SC-03 Public Transport Scheduler
TrafficDemand-responsive transit scheduling — Prophet + RL (GTFS-RT, NeTEx, Bus Open Data Service)
SC-04 Parking Intelligence
TrafficDynamic pricing + availability forecast — XGBoost, ANPR integration, ParkRight API
SC-05 EV Charging Optimizer
TrafficSmart-charge + V2G dispatch — OCPP 2.0.1, DRL, grid-aware scheduling
SC-06 Pedestrian Flow Monitor
TrafficCrowd density + Fruin level of service — YOLO v9 + CSRNet, Helbing Social Force Model
SC-07 Freight Route Optimizer
TrafficLast-mile + HGV routing — OR-Tools CVRPTW, FORS Bronze compliance, CLNR zone enforcement
SC-08 Energy Grid Optimizer
EnergyReal-time grid load balancing — SCADA integration, Gaussian Process, ENTSO-E N-1 criterion
SC-09 Renewable Integration Manager
EnergyWind/solar intermittency management — XGBoost + Prophet, battery dispatch, National Grid ESO API
SC-10 Grid Resilience Monitor
EnergyOutage risk + contingency planning — Isolation Forest, N-1 compliance, spinning reserve management
SC-11 Street Lighting Controller
EnergyAdaptive dimming + fault detection — RL scheduling, BS 5489-1:2020, 60% energy savings
SC-12 Building Energy Optimizer
EnergyHVAC scheduling + demand response — LightGBM, EPC-B compliance, MEES 2023
SC-13 Carbon Emission Tracker
EnergyScope 1/2/3 real-time tracking — DEFRA GHG API, UK ETS, Net Zero trajectory monitoring
SC-14 Water Distribution Manager
WaterPressure optimisation + leak detection — GNN + SCADA, Ofwat PR24 ≤12% loss target
SC-15 Air Quality Monitor
EnvironmentAQI + health alerts — MLP sensor fusion, DEFRA DAQI, WHO AQG 2021, ULEZ compliance
SC-16 Noise Pollution Mapper
EnvironmentDynamic noise heatmap — IEC 61672 IoT nodes, BS 4142, PPG 24 compliance
SC-17 Flood Risk Predictor
EnvironmentReal-time flood inundation — EA Flood API, HEC-RAS, Flood Re, NPPF policy integration
SC-18 Urban Heat Island Monitor
EnvironmentUHI detection + green space optimisation — Landsat 9 + Sentinel-3, WHO 1°C/km target
SC-19 Biodiversity Tracker
EnvironmentBiodiversity Net Gain — Environment Act 2021, BNG Metric 4.0, CIEEM eDNA monitoring
SC-20 Emergency Response Coordinator
EmergencyMulti-agency dispatch — OR-Tools VRPTW, CAP 1.2, JESIP Joint Decision Model
SC-21 Disaster Recovery Planner
EmergencyResilience planning — Civil Contingencies Act 2004, Monte Carlo, NHS EPRR framework
SC-22 Waste Management Optimizer
WasteDynamic collection routing — OR-Tools VRP, IoT fill-level sensors, DEFRA WasteDataFlow
SC-23 Smart Recycling AI
WasteContamination detection + education — YOLO v9 on bin cameras, Circular Economy targets
SC-24 Citizen Feedback Analyser
CitizenNLP sentiment + urgency — RoBERTa-large, BERTopic, LGO/Housing Ombudsman standards
SC-25 Tourism Flow Optimizer
CitizenVisitor demand forecast + carry capacity — Prophet + SARIMA-X, VisitBritain IDMS
SC-26 Cultural Event Manager
CitizenCrowd safety + economic impact — Helbing SFM, ISO 20121, Purple Guide 2023
SC-27 Social Equity Monitor
CitizenDeprivation-adjusted service scoring — IMD 2019, Equality Act 2010 PSED, UN SDG 10
SC-28 School Transport Optimizer
CitizenSEN-aware VRP + ETA prediction — OR-Tools CVRPTW, Education Act 1996 s.508A
SC-29 Citizen Service Router
CitizenAI triage + Open311 routing — DeBERTa-v3-large, GOV.UK Notify, GDS Service Standard
SC-30 Healthcare Access Optimizer
CitizenNHS demand forecast + ambulance dispatch — Prophet + OR-Tools, HL7 FHIR R4, RTT 18-week
SC-31 Digital Twin Sync
City BrainReal-time city-scale digital twin — FIWARE NGSI-LD, Cesium 3D Tiles v1.1, OGC CityGML
SC-32 Privacy Compliance Engine
City BrainGDPR Art.35 DPIA automation — ISO 27701, k-anonymity, ICO breach notification
SC-33 Smart Procurement Advisor
City BrainAI bid scoring + GPP compliance — XGBoost, Procurement Act 2023, Open311 OCDS
SC-34 Autonomous Vehicle Coordinator
TrafficCAV corridor management — V2X (C-ITS), UK BSI PAS 1881, AV Act 2024 safety
SC-35 City Brain Orchestrator
City BrainMoE cross-vertical coordination of all 34 SC models — EU AI Act Annex III high-risk, GDPR Art.22
SC-35 City Brain Orchestrator
Mixture-of-Experts (MoE) routing coordinates all 34 sub-models in real time. EU AI Act Annex III high-risk declaration — human oversight mandatory for all cross-vertical decisions.
MoE Routing Engine
- 8 vertical expert groups + 1 cross-domain coordinator
- Top-K sparse activation — 80% compute reduction
- AIIC 20-platform cascade in <500ms p95
- Intelligence Bus v10 — 130+ event types
Digital Twin Layer (SC-31)
- FIWARE Orion-LD NGSI-LD context broker
- Cesium 3D Tiles v1.1 real-time city model
- OGC SensorThings API v2.0 — IoT data feed
- INSPIRE Directive GIS interoperability
Compliance by Design
- EU AI Act Art.6 — high-risk oversight active
- UK GDPR Art.22 — no automated citizen decisions
- SC-32 Privacy Engine — automated DPIA
- Dilithium-3 post-quantum audit signatures
Regulatory Compliance — Built In
Every Smart City model is mapped to its governing legislation, ISO standard, and UN SDG. Compliance is structural — not a configuration option.
City Brain Orchestrator declared as high-risk AI — mandatory human oversight, audit logs, right-to-explanation
Automated DPIA for all citizen-data processing — SC-32 Privacy Compliance Engine
SC-33 Smart Procurement Advisor — bid scoring transparency, open contracting (OCDS)
SC-19 Biodiversity Net Gain tracking — BNG Metric 4.0 compliance
SC-34 Autonomous Vehicle Coordinator — HARPS/CAVPASS compliance framework
SC-30 Healthcare Access Optimizer — 18-week RTT right, ambulance Cat 1 ≤7 min
SC-27 Social Equity Monitor — protected characteristics disaggregation, quarterly audit
All 35 models mapped to ISO 37120 city indicators — internationally benchmarkable KPIs
Sustainable Cities and Communities — SC platform aligned to SDG 11.1–11.7
Post-quantum signatures on all City Brain decisions, audit entries, and IB events
High-Risk AI Governance (EU AI Act Annex III)
SC-35 City Brain Orchestrator is registered as a high-risk AI system under EU AI Act Annex III. Every cross-vertical decision is logged with a Dilithium-3 signed audit entry, a human-readable Decision Card, and a GDPR Art.22 right-to-explanation flag. No automated decision affecting citizens executes without human officer approval at alert level 2 or above.
Deploy the Urban AI Operating System
Platform #20 — 35 AI models · 8 city verticals · 100% on-premise · EU AI Act compliant. Patent BP-105. €1_571_400_000 IP valuation.
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