Flow Labs
Flow Labs is a private Oakland-based AI software company founded in 2018 that provides a Geospatial AI transportation analytics platform to state DOTs, municipalities, and engineering firms, delivering signal performance, safety, and mobility insights without requiring new hardware installations.
- Company typePrivate
- Founded2018
- HeadquartersOakland, United States
- Headcount11–50
- GTM typeB2B
- OfferingSoftware
What Flow Labs does
Flow Labs is a private, Oakland, California-based software company founded in 2018 that provides AI-powered transportation analytics to state departments of transportation, municipal agencies, metropolitan planning organizations, and engineering firms. The company's Geospatial AI (GeoAI) platform ingests and integrates connected vehicle data from partners including TomTom, Geotab ITS, Michelin Mobility Intelligence, and AirSage, alongside traffic signal and detection data, to deliver analytics without requiring agencies to install new hardware. The product suite spans Nexus and Nexus OD (real-time and historical mobility analytics, including origin-destination), Luminus and Luminus Plus (probe-based and integrated signal performance measures), Optimus Gen2 (AI-powered signal optimization), Argus (roadway safety analytics and crash prediction), Flow RT (real-time digital twin), plus Flow API and FlowMCP for developer and AI-agent access.
The platform's core technical differentiator is 20-35% vehicle penetration rate versus a 2-8% industry standard, validated by an independent Maricopa Association of Governments study at 29.1% capture and 94.4% field accuracy for volume measures, with a stated 62% reduction in data errors. The Prometheus AI engine is purpose-built on transformer architecture for signal networks, and the company has been granted related third-party validations across multiple state DOT deployments.
Flow Labs sells annual subscription SaaS through direct enterprise sales (regional VPs covering West, Northeast/Southeast, and Midwest), channel distributors (Altitude Signal, Path Master, Paradigm Traffic Systems), and procurement channels including The Eastern Transportation Coalition's Traffic Data Marketplace covering 18 states and Washington DC. Named customers include FDOT District 5 (2,000 intersections, Orlando metro), DDOT (1,600+ intersections citywide), NCDOT (statewide), Mississippi DOT, VDOT, Seattle DOT, Bernalillo County, City of Loveland, and MAG. The company received strategic investment from Bentley iTwin Ventures in May 2023 to integrate infrastructure digital twin capabilities, and employs 11-50 staff across engineering, data science, sales, and customer success functions.
Flow Labs firmographics
Firmographics- Name
- Flow Labs
- Legal name
- Flow Labs
- Website
- https://flowlabs.ai
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 11–50 employees
- Short description
- Flow Labs is a private Oakland-based AI software company founded in 2018 that provides a Geospatial AI transportation analytics platform to state DOTs, municipalities, and engineering firms, delivering signal performance, safety, and mobility insights without requiring new hardware installations.
- Ownership category
- akta.pro rank
Flow Labs industry classification
Industry- Product category
- Intelligent Transportation Systems Software
- akta.pro primary industry
- AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI) (HDAEANAI)
- akta.pro secondary industries
- AI/ML Engineering & Model Development Services (BPAEAHAF), iBPMS (Intelligent BPM Suites) & Process Automation Suites (HDAEAHAG)
Keywords
Where Flow Labs is headquartered
LocationHeadquarters
- HQ city
- Oakland
- HQ country
- United States
- HQ region
- North America
Offices1 record
Markets served
Flow Labs business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure
Revenue model
- SaaS Platform Subscription: Flow Labs provides AI-powered software as a subscription platform to transportation agencies and engineering firms. Software includes signal performance monitoring, safety analytics, mobility analytics, and optimization tools delivered via cloud-based platform with no new hardware required.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise pricing for transportation agencies and engineering firms |
Go-to-market motion2 records
Distribution channels5 records
Marketing channels5 records
Flow Labs product offering
Product offeringCore offering
Flow Labs provides an AI-powered, cloud-based Geospatial AI (GeoAI) software platform that processes and integrates connected vehicle, signal, and sensor data to deliver real-time and historical traffic, signal performance, safety, and mobility analytics. The platform is sold as a SaaS subscription to state DOTs, municipalities, MPOs, and engineering firms without requiring new hardware installations, and includes modules for signal optimization, roadway safety, mobility analytics, and digital twin capabilities.
Product overview
Flow Labs offers a unified AI-powered transportation management platform with multiple integrated modules. The core Flow Platform integrates signal, detection, and connected vehicle data to provide analytics, monitoring, and optimization across entire networks. Key products include: Nexus (real-time and historical mobility analytics) and Nexus OD (origin-destination analytics) for understanding how people and goods move; Luminus and Luminus Plus for probe-based and integrated signal performance measures; Optimus (Gen2) for AI-powered signal optimization using transformer architecture; Argus for roadway safety analytics including crash prediction and VRU analysis; Flow RT for real-time digital twin capabilities; and Flow API and FlowMCP for developer access and AI agent integration.
Differentiator
Problem solved
Functional benefit
Brands
- Luminus: Probe-Based Signal Performance Measures (PBSPMs) for traffic signal operations
- Luminus Plus
- Optimus
- Argus
- Nexus
- Nexus OD
- Flow RT
- FlowMCP
- Flow API
Products and services
- Nexus Real-time and historical mobility analytics platform that delivers complete visibility into mobility across transportation networks using high-penetration connected vehicle data and geospatial analytics to monitor delay, travel time, speed, and emissions.
- Nexus OD Origin-Destination analytics module providing high-coverage trip data from 20-40% of vehicles, granular spatial resolution for trip patterns by time of day and corridor segment, and multimodal travel insights using TomTom connected vehicle data.
- Luminus Probe-Based Signal Performance Measures (PBSPMs) software for monitoring traffic signal operations and evaluating intersection performance using connected vehicle data.
- Luminus Plus Integrated Signal Performance Measures (ISPMs) providing comprehensive signal performance monitoring and management capabilities for traffic signal operations.
- Optimus AI-powered signal optimization software (now Gen2) using the transformer-powered Prometheus engine to generate optimized timing plans in minutes instead of months, enabling data-driven timing decisions at dramatically lower cost.
- Argus Roadway safety analytics software that transforms big data into high-resolution safety analytics, detecting patterns that lead to collisions through analysis of previous crashes, hard braking, speeding, and red-light running.
- Flow RT Real-time digital twin platform that empowers traffic managers to view traffic flow, network performance, and incidents across a region in real-time for immediate decision-making.
- FlowMCP Model Context Protocol (MCP) interface that lets transportation agencies connect their own AI agents to Flow Platform data and tools, providing access to real-time signal performance, safety data, and mobility analytics.
- Flow API Comprehensive suite of APIs covering signal performance and mobility data for real-time monitoring, historical analysis, and system integration, enabling agencies to access Flow Platform data in their own systems.
Quantifiable outcome
- 29.1% vehicle penetration rate achieved vs typical 2-8% for traditional probe data sources
- +4 more outcomes
Companies that use Flow Labs
Customer profileNamed customers9 records
Segments3 records
Ideal customer profiles3 records
Flow Labs technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability7 records
Feature11 records
Flow Labs partnerships and signals
Strategic signalPartnerships
Eight partnerships are on record, tiered minor and core.
- Paradigm Traffic SystemsminorStrategic alliance to deliver next-generation traffic management solutions combining Flow Labs analytics with Paradigm's traffic systems expertise.
- Path MasterminorDistribution partnership to deliver cutting edge signal technologies to Ohio agencies.
- Altitude SignalcoreDistribution partnership extending Flow Labs' advanced traffic management solutions across Mountain regions of United States. Altitude Signal brings decades of experience in traffic management industry and established relationships with key stakeholders in Mountain West areas.
- The Eastern Transportation Coalition (TETC)coreSelected to join TETC's Traffic Data Marketplace (TDM) via Geotab ITS. Partnership provides simplified procurement for public agencies across 18 states and Washington DC, offering Flow Labs' technology at discounted pricing with streamlined process.
- TomTomcoreData partnership integrating TomTom's extensive connected vehicle datasets into Flow Labs platform. TomTom data enables 20-35% penetration rate (5x industry standard) for real-time traffic insights, safety analytics including red light running and speeding detection, and environmental impact analysis.
- AirSage, Inc.coreVRU (Vulnerable Road User) data partnership providing population movement data for pedestrian and cyclist safety analytics. Partnership enables agencies to pinpoint high-risk areas for pedestrians and cyclists, analyze pedestrian volume, and assess conflicts with vehicle movements using AirSage's Location Based Service data.
- Geotab Intelligent Transportation Systems (ITS)coreData partnership expanding Flow Labs' data sources to include freight and commercial vehicle insights. Geotab provides data from over 4.3 million commercial fleet vehicles generating 75+ billion data points daily with 99.9% coverage of primary roadways in North America. Collaboration offers new performance metrics for freight and commercial vehicle insights.
- Michelin Mobility IntelligencecoreTraffic safety data agreement providing Safer Roads data products including excessive speeding, near misses, hard acceleration/braking, and improper phone handling data. Partnership delivers one of the most powerful Vision Zero tools available to agencies for identifying dangerous safety hotspots and measuring initiative impacts.
Scale indicators8 records
Recent moves6 records
Expansion highlights7 records
Flow Labs competitors and assessment
Company assessmentDirect peers
- INRIX: INRIX provides traffic data, mobility analytics, and signal performance products to public agencies and private fleets, competing with Flow Labs' Nexus mobility analytics and probe-based traffic insights for similar procurement dollars.
- Iteris: Iteris provides intelligent transportation systems, including signal performance measures and traffic analytics, and is one of the most established vendors serving US state DOTs and municipalities—the same buyer that Flow Labs targets with Luminus and Optimus.
- Waycare Technologies: Waycare offers AI-driven traffic management and predictive analytics for transportation agencies, directly overlapping with Flow Labs' Luminus, Argus, and Nexus mobility analytics offerings for DOT customers.
- Miovision: Miovision builds traffic signal analytics, Smart Mobility applications, and AI-based traffic management tools for agencies—a closely comparable SaaS platform targeting the same DOT and municipal signal operations buyer as Flow Labs.
Others
- Geotab: Geotab is both a data partner (commercial fleet telematics feeding Flow Labs via Geotab ITS) and an adjacent intelligent transportation ecosystem player with fleet analytics that could overlap with Flow Labs' freight analytics over time.
Emerging players
- NoTraffic: NoTraffic applies AI at the intersection level for smart traffic management and V2X, targeting similar signal optimization and safety use cases as Flow Labs' Optimus and Argus modules.
- Rapid Flow Technologies: Rapid Flow Technologies offers the Surtrac adaptive signal control system, an AI-based signal optimization product comparable to Flow Labs' Optimus for traffic signal operations improvement.
Broad incumbents
- Bentley Systems: Bentley Systems is the infrastructure engineering software leader and Flow Labs' strategic investor via Bentley iTwin Ventures; Bentley's iTwin platform competes in adjacent infrastructure digital twin markets where Flow Labs' Flow RT also plays.
- Cubic Transportation Systems: Cubic is a large incumbent in transportation and traffic management systems for public agencies, offering broader ITS and mobility platforms that compete with Flow Labs in RFPs for statewide smart transportation deployments.
- Econolite: Econolite provides traffic signal controllers, hardware, and ATMS software widely used by US DOTs, often bundling analytics against which Flow Labs' software-only offering must compete inside agency budgets.
Market position
Strengths5 records
Weaknesses4 records
Competitive moat5 records
Key risks6 records
Key highlights6 records
Customer concentration
Flow Labs social profiles
Digital presenceFlow Labs financial estimates
Financial estimateRevenue estimate
Valuation estimate
Flow Labs leadership team
Management profileNumber of profiles
Profiles10 records
Flow Labs funding detail
Funding detailFunding overview
Funding rounds4 records
Investors5 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
Flow Labs M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about Flow Labs
What does Flow Labs do?
Flow Labs provides an AI-powered, cloud-based Geospatial AI (GeoAI) software platform that processes and integrates connected vehicle, signal, and sensor data to deliver real-time and historical traffic, signal performance, safety, and mobility analytics. The platform is sold as a SaaS subscription to state DOTs, municipalities, MPOs, and engineering firms without requiring new hardware installations, and includes modules for signal optimization, roadway safety, mobility analytics, and digital twin capabilities.
Is Flow Labs a public or private company?
Flow Labs is a private company. It is classified as venture growth investor backed and is currently operating.
When was Flow Labs founded?
Flow Labs was founded in 2018. It employs 11 to 50 people.
Where is Flow Labs based?
Flow Labs is headquartered in Oakland, United States, in the North America region.
How does Flow Labs make money?
One revenue line is on record: saaS Platform Subscription.
Who are Flow Labs's main competitors?
Direct peers on record are INRIX, Iteris, Waycare Technologies and Miovision. Geotab is listed as an others. Emerging players are NoTraffic and Rapid Flow Technologies. Broad incumbents are Bentley Systems, Cubic Transportation Systems and Econolite.
Does Flow Labs have an API?
Yes. Flow API is a comprehensive suite of APIs covering signal performance and mobility data, both real-time and historical. Segments APIs cover mobility and corridor performance for real-time monitoring, historical analysis, reporting, and planning. Signals APIs provide access to signal data for proactive monitoring, automated reporting, and system integration. Flow API is designed to be simple and accessible with clear documentation, straightforward endpoints, and flexible queries. The API extends the openness of the Flow Platform by making it easier to connect data to agency technology ecosystems. Developer documentation is at www.flowlabs.ai/blog/flow-api-simple-accessible-apis-built-for-transportation-agencies.
What industry is Flow Labs in?
Flow Labs's product category is Intelligent Transportation Systems Software. Its primary akta.pro industry code is HDAEANAI, AI Integration & Orchestration Platforms (Connectors, Workflow, iPaaS for AI), with a secondary code of BPAEAHAF, AI/ML Engineering & Model Development Services.