Flow Labs
Category: AI in Supply Chain / Logistics
Flow Labs is an AI-powered geospatial traffic optimization platform that helps transportation agencies analyze, monitor, and optimize traffic flow using connected vehicle data without requiring new hardware. Flow Labs was founded in 2018. The company is led by Jatish Patel. Based in Oakland, California, United States. Team size: 11-50. Total funding raised: $16M. Latest round: Series A. Key investors include Bentley iTwin Ventures, RiverPark Ventures, Resolute Ventures, 2468 Ventures, Arosa Capital Management, Avesta Fund, Avila Ventures.
- Founded
- 2018
- Headquarters
- Oakland, California, United States
- Team size
- 11-50
- Total funding
- $16M
Value proposition
AI-powered traffic optimization that works without installing any new hardware, using connected vehicle data to deliver real-time insights, reduce crash risk by 51%, lower emissions by 21%, and reduce travel times by 24%.
Products and solutions
Flow Platform (GeoAI analytics), Optimus Gen2 (Transformer-powered signal optimization), Flow RT (Real-time digital twin), Luminus (PBSPMs - performance measures), Luminus Plus (ISPMs - intersection safety), Argus (Safety Analytics), Nexus (Mobility Analytics), Nexus OD (Origin-Destination), FlowMCP (AI agent interface), Flow API (programmatic data access)
Unique value
Hardware-free, AI-driven traffic management platform using geospatial AI and connected vehicle data to optimize traffic signals, improve safety, and reduce congestion across entire cities in seconds.
Target customer
State DOTs, metropolitan planning organizations (MPOs), municipalities, city/county traffic agencies, engineering consultancies, and connected vehicle/fleet operators across the United States and Canada.
Industries served
Public Sector Transportation, Traffic Signal Operations, Roadway Safety, Mobility Management, Engineering Firms, Connected Vehicles
Technology advantage
Proprietary GeoAI platform with AI Digital Twin technology; Prometheus transformer architecture for signal optimization; up to 5x higher vehicle data penetration than industry standard via TomTom partnership; no hardware installation required; SaaS delivery model; real-time minute-to-minute data updates
How they differentiate
No hardware installation required (uses existing connected vehicle data); AI/ML-first approach with proprietary transformer architecture (Prometheus); real-time digital twin capabilities; up to 5x higher vehicle data penetration than competitors; proven crash risk reduction of 51% and travel time reduction of 24%.
Main competitors
INRIX, Miovision, Iteris, NoTraffic, Vivacity Labs
Key partnerships
TomTom (data partnership - connected vehicle probe data), Bentley iTwin Ventures (strategic investment & digital twin collaboration), Carahsoft (public sector distribution), TAPCO (distribution partnership), Paradigm Traffic Systems (strategic alliance), Michelin Mobility Intelligence (traffic safety data), Altitude Signal (mountain regions expansion), Florida DOT District 5, North Carolina DOT, Seattle DOT, Washington DC DDOT
Notable customers
Florida Department of Transportation (FDOT) District 5, North Carolina Department of Transportation (NCDOT), Seattle Department of Transportation (SDOT), Washington DC District Department of Transportation (DDOT)
Major milestones
2018: Company founded, 2023: Strategic investment from Bentley iTwin Ventures, 2023: Major data partnership with TomTom, 2024: Launch of Flow RT real-time digital twin platform, 2025: Partnership with Carahsoft for public sector distribution, 2025: Florida DOT District 5 launches AI traffic platform across 2,000 intersections, 2026: NCDOT statewide launch across 2,500 intersections, 2026: Launch of Optimus Gen2 with Prometheus transformer engine, 2026: Launch of FlowMCP for AI agent connectivity, 2026: $14M Series A funding round, 2026: DDOT expands smart traffic monitoring across 1,600+ intersections in Washington DC
Market positioning
Leading AI-native traffic management platform focused on hardware-free, data-driven optimization for public sector transportation agencies, differentiated by its GeoAI digital twin technology and high-penetration connected vehicle data coverage.
Geographic focus
United States (primary); Canada (secondary)
About Jatish Patel
Ex-Fidelity Investments (Investor); Co-Founder of Alchera Technologies (European transportation data applications leader); University of Cambridge education
Latest news about Flow Labs
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Official website: https://www.flowlabs.ai