The AI operating layer
for manufacturing
Connected to your ERP, QMS, and documents. Live in weeks, no plant takeover. Numbers that reconcile to your books.
Connected to your ERP, QMS, and documents. Live in weeks, no plant takeover. Numbers that reconcile to your books.
Read-only access to your ERP, QMS, MES, documents, and email. Deployed over a secure tunnel. No one sets foot in the plant.
Optrix unifies every system into a single layer. Cross-reference any source. Ask in plain English.
Deterministic, structured investigations that tie to your general ledger. Decision-grade numbers your finance team can trust.
Scrap and rework costs tied to your general ledger, to the penny. RMA-inclusive. Numbers your CFO can sign off on.
ERP, QMS, MES, documents, email, and tribal knowledge in one query. No more tab-switching between systems.
Every result links to the source record. Provably right, not plausibly right. Built on eval infrastructure, not hope.
| NC | Part | Cost | Status |
|---|---|---|---|
| NC-1042 | TRA-N-K007 | $2,450 | Closed |
| NC-1038 | SSD7925 | $1,120 | Open |
| NC-1031 | U-J-LY08 | $847 | RMA |
YAML-defined structured investigations. Scrap, rework, supplier scorecards, CAPA tracking. The same answer every time.
Productized integrations for your ERP/QMS stack. Syspro, SAP, uniPoint, and more. Weeks to deploy, not months.
Draft the CAPA, the PO, the supplier-credit claim. Cited, approvable, and always with a human in the loop.
…and more. Each new ERP/QMS stack becomes a productized connector — we build them at no additional cost.
Chat is for exploration. Workbooks are the source of truth — structured, YAML-defined investigations that run identically every time, reconcile to your general ledger, and drop straight into your monthly review.
| NC | Part | Work center | Cost | Status |
|---|---|---|---|---|
| NC-1042 | TRA-N-K007224 | Centerless grinding | $2,450.50 | Closed |
| NC-1038 | SSD792500 | CNC turning | $1,120.25 | Open |
| NC-1036 | T-M517 | Heat treat | $3,200.75 | Closed |
| NC-1031 | U-J-LY0890-1038 | Assembly | $847.00 | RMA |
| NC-1027 | D-841 | Surface grind | $1,950.75 | Closed |
Scrap and rework tied to the GL, to the penny, RMA-inclusive. The trust signal that opens every door.
Vendor-credit claims, quality trends by supplier, and incoming inspection data — all in one workbook.
Recurring defect patterns, root-cause aggregation, CAPA effectiveness. Decision support that scales.
NCs, CAPAs, and defect patterns — reconciled to the books and surfaced before they become recalls.
Part history, routing data, and operator insights — one question away, from anywhere.
Supplier scorecards, vendor-credit claims, and incoming inspection trends. Data-backed negotiations.
Weekly cost digests, on-time delivery, CAPA effectiveness. One source of truth for the whole operation.
We went from a 20-minute QMS query to a 20-second answer — and the scrap numbers reconcile to our GL to the penny. The team finally trusts the data.
Deployed over a secure tunnel. No plant visit required. No data leaves your infrastructure.
SSH tunnel, automated data pull, no one sets foot in the plant. Live in weeks, not 120 days.
Eval infrastructure with LLM-as-judge, router fallback, and schema-lockstep. Not a liability — a moat.
Role-based permissions, SSO integration. Every query authenticated, every answer traceable.
Reusable per-stack integrations. Each new ERP/QMS combination becomes a productized asset, not bespoke work.
Can't find your answer? Contact us.
Live in weeks. Numbers that reconcile. No plant takeover.