Top 1% on Upwork
AI-Led Document Intelligence
Services as Software
AI agents that actually understand
engineering documents.
Automate tag extraction, datasheet reconciliation, BOM validation, FMEA change-impact analysis, and compliance checks across P&IDs, drawings, CAD files, and technical records.
“AI agents are rewriting how software gets built. The same shift can't happen in the physical world until the documents that contain engineering knowledge become machine-readable and designs become verifiable.”
Our team brings experience from
Operators, EPCs, and OEMs whose drawings and asset records our engineers have worked on.
How It Works
From raw documents to structured data in your enterprise system. No manual entry. No Excel handoffs.
Ingest
P&IDs, BOMs, datasheets, weld maps, inspection records. PDFs, DWGs, scans, CAD exports. Any format, any vintage.
Parse
AI models extract tags, symbols, parameters, line connections, and component relationships. Trained on ISA 5.1, ASME, AIAG, not generic OCR.
Validate
Cross-document reconciliation: P&ID vs instrument index vs datasheet vs C&E matrix. Every conflict flagged before handover or audit.
Review
Our models handle 98% of every extraction. Domain engineers review the remaining 2%, safety-critical fields, ambiguous symbols, non-standard conventions. Not because the model cannot handle it. Because your handover milestone is not the place to find out.
Deploy
Structured data pushed to SAP PM, Maximo, or AVEVA. AI agents trigger re-extraction on revision updates and monitor compliance drift.
Beyond Extraction
Your documents do not stop working
after the first extraction.
When a drawing revises, you see the full impact immediately.
Every P&ID revision triggers a cross-document impact check. Pathnovo identifies which C&E matrix rows are affected, which HAZOP nodes reference the changed area, which SAP PM records need updating, and which disciplines need to be informed. You see the full picture before anyone opens a file.
Engineers query their documents instead of searching through them.
Every tag, every instrument, every line we process feeds a structured knowledge layer of your facility. Your engineers ask questions in plain language. What is the full inspection history of vessel V-301. Which HAZOP deviations reference this P&ID node. What material specification has been used for this service class. The answer in seconds.
Compliance gaps surface before the auditor finds them.
Pathnovo monitors your document set continuously against OISD 118, IATF 16949, API 510/570, and IEC 61511. When a HAZOP action has been open for 18 months and your audit is in three, you find out today. Not the week the inspector arrives.
What We Have Delivered
Real projects. Real numbers. Engineering document intelligence at production scale.
