The Library · By industry

AI agents for contract manufacturers

What a custom agent looks like inside a contract manufacturer — the ten roles in your language, and what each plugs into in a plant running an ERP alongside quality systems and customer portals.

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A contract manufacturer runs somebody else's product to somebody else's specification, which means the customer relationship is largely a documentation relationship. Forecasts change, revisions arrive, quality paperwork is contractual, and audits are routine. The plant floor is usually the part that works well. The office cost sits in the forecast that has to be reconciled, the revision nobody flagged, and the quality record that has to be produced on demand.

What an agent plugs into here

The honest version of "does it integrate with my software." These are the systems this industry actually runs on, and what each one means for a build.

ERPCore operations

Epicor, Global Shop, IQMS or similar covering planning, production, inventory and costing, and the anchor for anything an agent does.

MES and shop floorProduction

Machine and operator data collection, driving both scheduling reality and the traceability records customers require.

Quality managementCompliance

ISO 9001, IATF or AS9100 documentation — control plans, first articles, non-conformances, corrective actions and audit evidence.

Customer portals and EDIDemand

Releases, forecasts and revision notices arriving through each customer's own system, on their schedule and in their format.

Supplier managementSupply chain

Approved supplier lists, incoming inspection, and supplier corrective actions when material fails.

PLM and engineering changeRevisions

Where drawing and specification revisions originate, and where a missed change becomes scrap.

TraceabilityRecords

Lot and serial genealogy required by customers and, in regulated segments, by their regulators.

The ten agents, in your language

Each of these is a real build, not a feature of a product you already pay for. Follow one through to see how it works in general.

The Follow-Up

Nothing you are owed gets dropped.

  • Quotes to customers on new programs with no decision
  • Customer purchase order releases promised against a forecast and not issued
  • Supplier corrective actions outstanding after a quality escape

The Intake

Whatever arrives, in whatever format, becomes a clean record.

  • Releases and forecasts pulled from customer portals daily
  • Engineering change notices affecting parts already in production
  • Supplier certifications and incoming inspection documents

The Drafter

Writes the recurring document from your own past work.

  • Quotes built from routings and history on similar parts
  • Corrective action responses in each customer's required format
  • First article and PPAP documentation packages

The Watcher

Knows what expires, renews or comes due — and says so first.

  • Customer forecast changes that break your material plan
  • Certification and audit dates, and the evidence required before them
  • Gauge calibration and equipment maintenance intervals

The Answer Desk

Answers from your own records, not from the internet.

  • "What revision are we running and when did it change?" — answered from the record
  • What this customer requires on quality documentation
  • Prior production history and yields on a part

The Scribe

The conversation becomes the record, without anyone typing it up.

  • The customer program review becomes documented commitments
  • The floor discussion about a recurring defect becomes a corrective action draft

The Reporter

Assembles the recurring report from systems that do not talk.

  • On-time delivery and quality performance by customer
  • Quoted versus actual cost by part and program
  • Scrap, yield and downtime by work center

The Reconciler

Matches two sets of records and queues only the exceptions.

  • Customer releases against shipments and open orders
  • Supplier invoices against receipts and inspection results
  • Inventory records against physical counts and lot traceability

The Connector

Two systems that do not talk, now talking.

  • Customer portals and the ERP, without manual re-entry
  • Shop floor data and production scheduling
  • Quality records and the traceability chain

The Gatekeeper

Applies your rules, escalates only what needs judgment.

  • Non-conformance dispositions and whether the customer must approve
  • Quote release below margin thresholds
  • Whether a shipment has the documentation the customer requires

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