Industries

MarshallAI deploys across several industries — each with its own performance demands, compliance requirements, and operational constraints.
We have built the one platform to rule them all.

Production-line inspection at full speed

Manufacturing & Industrial QA

Defect detection, assembly verification, label validation, and yield tracking — integrated directly into your existing line without slowing it down or replacing hardware.

2,500 parts per minute

99.9995% defect detection accuracy

Upgrade existing CCTV cameras with AI intelligence

Smart Traffic & Urban Mobility

Vehicle classification, pedestrian analytics, junction heatmaps, and live signal actuation — deployed on existing CCTV infrastructure across Helsinki, Paris, and Vantaa.

98%+ vehicle detection rate

8% CO₂ reduction per intersection

Air-gapped AI vision for tactical environments

Defence & Tactical Operations

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.

77 images to a working model

100 min DoD xTech deployment time