Source-aware AI for factory teams

Cited answers for the factory floor

One AI interface for manufacturing teams to find trusted answers across ERP, MES, CMMS, PLM, QMS, manuals, drawings, and SOPs — with citations, source-aware routing, and revision-aware accuracy.

Book a DemoSee How It Works
PULLS ANSWERS FROM
ERPMESCMMSPLMQMSSOPsDrawings
Isometric factory conveyor scene: coral crates flowing through a verified pipeline
ERP✓ cited
PLM✓ cited
SOPs✓ cited
The problem

The floor runs on documents no one can search.

The line is down, the clock is running.
The fix is buried somewhere in ten thousand pages; every minute of searching costs thousands.
Planning maintenance means reading five manuals.
One PM job = cross-referencing manuals, drawings and schematics by hand.
The expert who knew it by heart retired.
Decades of tribal knowledge walked out the door — and none of it is searchable.
Keyword search can't read a wiring diagram.
The answers are locked in the pixels — CAD, P&IDs, scanned manuals where text search goes blind.
How it works

From a plain-English question to a cited answer.

How do I reset the seal on Pump 4?
Ask
STEP 01
Ask in plain English
Type it the way you'd say it on the floor — no query syntax, no tags, no training.
CAD · Dwg 12
Wiring · sheet 3
Manual · p.7
STEP 02
Opal finds the exact source
The agent reads each page like a person — across manuals, drawings and schematics — and lands on the one that answers.
STEP 03
Get a cited answer, region highlighted
A grounded answer with the source page beside it and the exact region boxed. Verify the fix in one glance.
Why Opal

On your hardware. On the hard docs. On the floor.

Runs inside your four walls
Deploy on your own hardware — air-gapped if you need it. Documents never leave the building. No cloud, no exfiltration, no third party.
Reads the documents OCR can't
Opal reads the page visually — exactly where keyword search and OCR go blind.
Complex manualsEngineering filesDrawingsMaintenance docsElectrical schematicsCAD filesTroubleshooting guides
Speaks manufacturing
Tuned for the floor — P&IDs, torque specs, part numbers and tag IDs, and the way a tech actually phrases the question.
Who it's for

Built for the people who keep the line running.

Maintenance technicians
Get the exact fix mid-shift — without paging the one person who still remembers.
Reliability engineers
Plan a PM without reading five manuals and three drawings end to end.
Plant & ops managers
Less downtime — and less risk the day a 30-year veteran retires.
EHS & quality
The right spec and procedure every time, cited back to the source page.

Try it on a sample — no setup.

Ask a few cited questions on a real sample document. No account, nothing to install — watch the source page light up for yourself.

Try it on a sample →Book a pilot