Manufacturing and electrical equipment.
Less downtime, fewer defects, faster engineering.
Manufacturing
A plant produces more data than anyone reads: sensor logs, quality records, maintenance orders, thousands of drawings and specifications. Decisions about what to repair, what to reject and how to design the next product are still made from memory and spreadsheets.
Use caseWhat the agent doesDataWho gets the result
Predictive maintenanceWatches vibration, temperature and current data and flags equipment that is drifting towards failure, with a recommended actionSCADA, sensors, CMMS historyMaintenance planners
Visual quality controlChecks product images on the line against the specification and flags deviations before the batch leaves the shopCameras, inspection recordsQuality engineers
Engineering document agentAnswers questions across drawings, GOST and IEC standards, specifications and past change requests, in Russian and EnglishPLM, document archivesDesign engineers
Production planning assistantPrepares daily schedule options that balance orders, machine availability and material stockERP, MESPlanners
Electrical equipment test analyticsProcesses test-bench data for transformers, switchgear and motors and compares each unit with the type-test referenceTest-bench data acquisition systems, test reportsTest engineers
These are capabilities we offer, not a list of delivered projects.
Plants rarely allow production data to leave the site. The agents run on a server inside the plant network and work without internet.
A four-week assessment at one plant: we map data sources, pick one line or one product family and define a pilot with a measurable target, such as unplanned downtime or reject rate.