The Vision suite and Digital Labs
Four products for machine-vision inspection and the devices that carry it, and one for the laboratory bench. Each card says what the product runs on, what it governs, and what it hands off.
Vision suite
VisionAI
In development
Inspection programs that return a verdict with its measurement.
Runs onAn edge device or site node on the plant network
GovernsPrograms, jobs, vision tasks, the single-active-operator lock, and the approval and audit trail over them
Hands off toVerdicts and measurement overlays, with run history
Checked 2026-09-11Read the sheet
VisionML
In development
Model training that ships a manifest saying exactly what it made.
Runs onA training environment, plus a control plane that serves the catalogue over HTTP
GovernsDatasets, training runs, evaluation, export, the manifest contract, and each version's lifecycle state
Hands off toAn ONNX artifact and a manifest.json, pinned by sha256
Checked 2026-09-11Read the sheet
VisionEdgeOS
Design
A signed product image for inspection on industrial edge devices.
Runs onIndustrial edge devices, on a supported upstream Linux
GovernsHardware profiles, release manifests, SBOM and provenance, revocation and commissioning records
Hands off toA verified image and a commissioning record, and version observations to VisionFleet
Checked 2026-09-01Read the sheet
VisionFleet
Design
Where every device is, what it runs, and how far a rollout has got.
Runs onA central service, with the console in a browser
GovernsDevice assignment, exact component inventory, governed groups and target snapshots
Hands off toDesired-versus-observed drift, rollout progress and incidents
Checked 2026-09-01Read the sheet
Tell us what you need to inspect, count or prove, and we will tell you what it would take.
No form, no tracker. Mail goes straight to the person who built these products.