Manufacturing

Catch defects at full line speed with vision models running on the station itself — no frames shipped to a server, no cloud latency gating throughput.

Vibration, thermal, and acoustic models run directly on the machine, flagging bearing wear, misalignment, and drift long before unplanned downtime.

Perception and control for robot arms, AMRs, and pick-and-place cells with the deterministic, single-digit-millisecond latency a moving line demands.

On-device vision watches for PPE, proximity to moving equipment, and restricted-zone entry — and reacts in real time, even fully offline.

Camera feeds, recipes, and process data are competitive secrets. Everything is computed locally, so nothing crosses the firewall — air-gapped networks included.

Wendy runs happily inside segmented OT environments: hardware-backed device identity, signed and verified OS images, and encrypted storage on every station.

Push a new model or application to one cell, one line, or every plant. Atomic updates mean a station is never left half-updated during a shift.

Compute throughput, scrap rates, and downtime causes at the edge in real time, and surface the metrics that actually move OEE.

Manage every station, cell, and gateway from one console: issue commands, monitor status, and roll out changes across plants in real time.

First-class support for the edge compute that survives the floor — from NVIDIA Jetson to Raspberry Pi, mounted on the machine, in the cabinet, or on the line.