An instrument, not a demo

What we build

Four products cover machine-vision inspection end to end: the application that runs the inspection, the service that produces its models, the image that carries it onto a device, and the console that says what every device is actually running. A fifth product, Digital Labs, applies the same discipline at the bench, where a count has to carry its countable window and a proposal has to be reviewed by a person.

How it is built

Every product states what it governs and what it hands off, and every hand-off is a document with a shape: a program that exports as a unit, a manifest pinned by content hash, a release manifest with an SBOM, an evidence package with a receipt. That is what makes a result arguable later, which is the only kind of result worth having.

A model result is a proposal, not a decision. Thresholds and abstain bands travel inside the package that produced them, and no threshold value permits automatic acceptance. A person accepts, corrects or rejects, and the record says who.

What this site will not say

• No customer names, and no logos we have not been given.
• No prices and no availability dates.
• No compliance claim. Software is not compliant by being written a particular way; a deployment is validated by people, for an intended use, with evidence.
• No paraphrased status. The ledger quotes each repository and dates the reading.

Adjacent work

The same owner builds assurance and controlled-document software under the Axiaro name. That is a separate portfolio with its own site at www.axiaro.co; it is not duplicated here.