Industries — Manufacturing

Sovereign AI for the factory floor.

Process parameters, CAD, yields, and failure data are trade secrets — and trade-secret law only protects what you protect. Optimus brings AI to the shop floor without exposing proprietary process data to any external service.

Trade Secrets / DTSAIEC 62443CMMC / NIST 800-171Export Controls

Why sovereign

The case for sovereign AI in manufacturing.

01

Secrecy is a legal requirement, not a preference

Trade-secret protection depends on demonstrating reasonable measures to keep information secret. Routing process data through external AI services is difficult to reconcile with that standard.

02

OT networks are isolated for a reason

Plants segment operational technology from the internet by design — IEC 62443 formalizes it. An appliance that lives inside the OT boundary brings AI to the machines without opening a path back out.

03

Defense work flows the rules down to you

If you supply the DIB, CUI and export-control duties reach your drawings and process specs. On-prem AI keeps CMMC scope — and ITAR exposure — from exploding.

The pain point — compliance

Trade-secret protection depends on how data is handled.

Manufacturing's most valuable data isn't customer PII — it's the process itself: parameters, tolerances, yield curves, supplier terms. Once that data enters an external model pipeline, the disclosure cannot be undone. Keeping AI processing on-site preserves both the secrecy and its legal protection.

The regimes in play

  • DTSA / Trade Secret Law

    Protection contingent on reasonable secrecy measures — including how AI tools handle your data.

  • IEC 62443 / OT Security

    Zone-and-conduit segmentation for industrial networks that external AI calls would puncture.

  • CMMC / NIST 800-171

    CUI controls for defense suppliers, flowed down through the supply chain.

  • Export Controls (ITAR/EAR)

    Technical data for controlled articles restricted to controlled systems and persons.

What cloud AI puts at stake

  • Process recipes and CAD in a vendor's training or retention pipeline
  • Trade-secret status weakened by voluntary disclosure to third parties
  • New internet paths punched through the OT boundary for AI APIs
  • Supplier pricing and cost models leaking into shared systems

Optimus removes this exposure entirely: no external calls, no subprocessors, no egress — the full AI stack runs inside the controls you already operate.

Use cases

What one machine solves in manufacturing.

Every workload below runs on the appliance, against your documents and systems, with full logs — no internet connection required.

Shop-floor troubleshooting copilot

Put every manual, maintenance log, and tribal-knowledge note behind a natural-language interface at the line — fully offline.

  • Machine-manual retrieval with figures
  • Fault-code history search per asset
  • Runs inside the OT network, zero egress
TroubleshootingOT-Safe

Predictive maintenance analysis

Summarize sensor trends and maintenance history into prioritized work orders before the line goes down.

  • Anomaly summaries from historian data
  • Work-order drafts with parts lists
  • Failure-pattern search across assets
Predictive MaintenanceUptime

Quality and root-cause investigation

Drive 8D and CAPA investigations with AI that reads your defect data, process parameters, and past investigations.

  • 8D report drafts from defect records
  • Parameter-drift correlation summaries
  • CAPA effectiveness tracking
Quality8D / CAPA

Supplier document review

Screen supplier certs, compliance declarations, and contracts against your requirements — REACH, RoHS, conflict minerals and beyond.

  • Cert validation against requirements
  • Compliance-gap flags with citations
  • Supplier terms stay confidential
SuppliersCompliance Docs

Engineering knowledge retrieval

Search decades of design decisions, test reports, and ECOs so engineers stop re-solving solved problems.

  • Design-history retrieval from PLM exports
  • Test-report search with data citations
  • Lessons-learned surfacing at design time
EngineeringKnowledge Base

SOP drafting and shift handover

Draft procedures from process data, keep them versioned, and turn shift logs into structured handovers.

  • SOP drafts in your document control format
  • Shift summaries from operator logs
  • Multilingual versions for every crew
SOPsHandover

Process data stays proprietary — never exposed to an external model.

Reserve a build slot, or talk to the team about a sovereign deployment for your organization.

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