Light manufacturing and industrial services run on practical detail. The quote needs the right parts and labour. The order needs clean entry. QA needs a record. Suppliers change dates. Maintenance notes need to make it back into the system.
Agents help when those details are already being copied between email, spreadsheets, job systems, and the ERP. The agent gathers the record and prepares the next step. The supervisor or coordinator reviews it.
Where we usually start
Quote prep, order entry, and QA paperwork are the usual first jobs. They repeat often, have clear inputs, and already have a human check.
Workflow Scoping follows one order or job through quote, order entry, production, QA, supplier updates, and close. We measure where people re-key or rebuild the same facts.
What changes after deployment
Quotes start with the old jobs and supplier facts already pulled together. Orders are cleaner before they hit production. QA packs are easier to assemble. Supplier slips show up before they become a production surprise.
Where we deploy
Concrete agent applications we ship into light manufacturing environments.
Quote prep agent
Pulls drawings, parts, supplier costs, and prior jobs into a quote draft for review.
Order entry agent
Reads purchase orders and emails, checks required fields, and drafts the order entry for approval.
QA paperwork agent
Turns checklists, batch notes, photos, and test results into a QA pack.
Supplier update agent
Reads supplier emails and flags the production orders affected by changes in price or timing.
Maintenance record agent
Turns technician notes and photos into a maintenance record with follow-up actions flagged.