Vision AI for critical operations

Deploy on-premise industrial vision AI for real-time quality, safety, and condition monitoring without cloud exposure and latency.

Vision AI EDGE appliance

Why on-premise AI?

For manufacturing environments, security and operational reliability matter more than generic cloud AI convenience.

Manufacturing risk control

Keep detection and decision logic on-site where operations happen, with no dependency on external AI APIs.

Operational security

No production footage or sensitive plant data leaves your environment for third-party processing.

Predictable runtime

No run-away tokens or LLM billing. Vision pipelines run with TensorFlow/Python detection models on fixed infrastructure.

Always-on response

Real-time on-device inference delivers low-latency decisions for quality and safety without cloud round-trips.

Trusted in Production

Our Vision AI platform is proven in production. Our AI Workstation platform builds on the same software engineering discipline, security focus, and enterprise deployment experience.

6+ years

Commercial AI deployment experience

1 Billion +

Bottles inspected per month

99.99%

Accuracy in production quality-control environments

FirstStep's Vision AI platform is deployed in industrial quality-control environments and bushfire detection through bushfire.ai.