Industries
MarshallAI deploys across three core verticals — each with its own performance demands, compliance requirements, and operational constraints. One platform, configured for the environment it runs in.
Manufacturing & Industrial QA
Production-line inspection at full speed
Defect detection, assembly verification, label validation, and yield tracking — integrated directly into your existing line without slowing it down or replacing hardware.
Smart Traffic & Urban Mobility
City-scale intelligence from existing cameras
Vehicle classification, pedestrian analytics, junction heatmaps, and live signal actuation — deployed on existing CCTV infrastructure across Helsinki, Paris, and Vantaa.
Defence & Tactical Operations
Air-gapped AI vision for demanding environments
Fully offline, on-premise deployment with no cloud dependency. Custom models trained from minimal imagery in under two hours. Listed on the DoD Tradewinds Solutions Marketplace.
