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The engineering intelligence layer for industrial facilities.

Every critical engineering document in your facility's archive — P&IDs, piping isometrics, PFDs, line lists — contextualized, unified, and queryable. Deployed on your cloud or on-premise. In production today.

Armeta P&ID extraction demo
The Problem

Your plant runs on engineering documents no software can read.

P&IDs, piping isometrics, PFDs, and line lists are the master record of every operating facility — and the document set behind every MOC, HAZOP, LDAR survey, turnaround, revamp, and MTO. They sit siloed across formats, systems, and decades of archives, mostly as legacy PDFs that modern software can't read.

Decades of CAD software was built to create them. None of it can read the archive you already have — so every downstream workflow starts from scratch, every time.

Three-phase production separator V-101.The same drawing shown as engineers read it and as extraction software sees it.8"-PR-1043SDV-101V-101weirPT101PSV-101to flare header →PCV-1018"-GS-1044to compression →LIC102LV-1024"-OIL-1045to crude →LIC103LV-1033"-PW-1046to produced water →unknown_glyphunparseable_shape???????[?][?][?][?][?][?][?][?][?]
01

80%+

of critical engineering documents in the US industrial installed base exist only as legacy PDFs — scanned paper, rasterized plots, and flat image files with no embedded metadata.

02

5 years

the maximum interval between PHA revalidations mandated by OSHA 29 CFR 1910.119(e)(6).

03

70,000+

LDAR-regulated components traceable to P&IDs in a large US refinery.

Sources: Armeta internal benchmarks · AFPM industry data · OSHA regulatory citations.

Solution

Upload a document. Get contextualized engineering data.

Armeta's contextualization engine reads critical engineering documents — drawings and data tables — from the legacy PDFs your archive actually contains. No metadata, selectable text, or vector geometry required. The output is a unified engineering knowledge graph: equipment, lines, instruments, tags, spatial routing, cross-document connectivity, and revision deltas. Editable, auditable, delivered via API, JSON, or Excel.

What Armeta reads

New document types are added regularly. Contact us if your workflows depend on a type not listed here.

Proof

Validated where it matters.

CERAWeek 2026

First place, Industrial Efficiency & Decarbonization track.

Rice Alliance Energy Venture Day, Houston.

Active deployments

Live with a US-based operator, an EPC contractor, an engineering firm, an OEM, and an EHS consultant.

All on real P&IDs, not sample data.

Built by operators

Decades of senior process engineering and EPC megaproject delivery.

Across global industrial facilities.

Trust & Deployment

Your drawings. Your environment. Your terms.

Cloud

Armeta-hosted, isolated per customer. Fastest time to value.

On-premise

Runs inside your network. Deployed with customers today.

Private cloud

Armeta-managed inside your own cloud environment.

Security & Compliance

SOC 2 Type I compliant. Data residency in US, EU, or customer-designated regions. Enterprise SSO, role-based access, full audit logs, and end-to-end encryption.

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Your plant already has an engineering knowledge graph. It's just locked in PDF.

Start with ten of your own documents.