Catalyst
AI-powered industrial intelligence platform
A computer-vision and analytics platform for EV manufacturing and mobility infrastructure — turning factory floors, logistics operations and smart infrastructure into one measurable, real-time system.
The problem we hit first
Industrial IoT sensors, IP cameras and OBD/CAN telemetry feed a hybrid edge-and-cloud pipeline — computer vision and ML models score quality and safety close to the line, Kafka streams the results, and role-based dashboards turn them into decisions factory, logistics and infrastructure teams can act on immediately.
What it does today
- AI-driven workforce attendance tracking using smart camera analytics on the factory floor.
- Automated visual mapping of production lines to detect bottlenecks and optimize workflow.
- Sensor- and camera-based quality and compliance validation against regulatory standards.
- Real-time operational analytics that reduce downtime and support data-driven decisions.
What it runs on
Getting started
Live at app.catalystai.work — request a walkthrough of a real factory-floor deployment.
Whether it's co-founding a venture from a blank repo, embedding a senior pod, or automating the back office — bring us the architecture problem and we'll tell you honestly whether we're the right team for it.
- You talk to a senior architect, not an account manager
- 24-hour response on any scoped request
- Mutual NDA and IP assignment as standard