Industrial Equipment

Complex builds.
Exact specifications.

Custom and semi-custom equipment manufacturing demands precision at every step. Sight Machine gives agents the context to understand your builds so quality holds, rework, and delivery delays get caught before they cost you.

In industrial equipment, a quality miss is a delivery miss.

Sight Machine models your production process from machining through assembly and test — agents monitor progress, surface deviations from spec, and identify quality risks early, delivering better throughput, fewer late deliveries, and a quality record your customers can rely on.

Production & schedule intelligence

Track every build. Know where every job stands.

Agents track every active build against schedule and specification — machining cycle times, assembly progress, quality gate results, and inspection hold status — surfacing risks the moment a job trends behind or a deviation is caught at a gate.

Technician servicing industrial robotic arms on the production floor
Quality & inspection intelligence

Inspect smarter. Find problems earlier.

Agents correlate inspection results and measurement data to upstream machining and assembly parameters, identifying patterns that predict inspection failures before the part reaches the quality lab — prioritizing inspection effort where risk is highest and catching problems while they can still be corrected.

Heavy agricultural equipment on the assembly floor
Equipment health

Unplanned downtime on a machine shop floor is a delivery miss.

Agents monitor spindle load, vibration, thermal trend, and tool wear across every machine, surfacing predictive maintenance recommendations before a failure disrupts a build. Planned maintenance on your schedule, not unplanned downtime on theirs.

Operator adjusting controls on a production machine