Engineering Document Intelligence is the category Pathnovo created. AI that reads engineering documents — P&IDs, isometrics, datasheets, HAZOP registers, mill certificates — and converts them into structured, actionable data. Not OCR. Not document management. Intelligence.
OCR reads text. Intelligence understands context — tag relationships, process topology, safety classifications, and engineering intent. Pathnovo does intelligence.
P&IDs, isometrics, datasheets, HAZOP registers, mill certificates, C&E matrices, BOMs, FMEAs, FAIRs, inspection reports, and more.
Contractual accuracy guarantee on safety-critical fields. Not a benchmark — a binding SLA with a defined remedy clause.
Structured data delivered directly into SAP PM, IBM Maximo, AVEVA NET, and Hexagon SmartPlant. No manual re-entry.
Tag numbers, instrument loops, line numbers, equipment specs from P&IDs into structured JSON, Excel, or enterprise systems.
Complete instrument indexes generated from P&IDs in 48 hours. Datasheet population and I/O list generation included.
Material take-offs from legacy isometric drawings. Weld schedules, cutting lists, and BOM generation.
800-3,000 page HAZOP studies structured into queryable registers with P&ID revision mapping.
MTR data extracted from 400+ global formats. Heat numbers matched to PO line items.
Structured data loaded directly into SAP PM, IBM Maximo for Day 1 operations readiness.
Convert legacy engineering document archives into structured, searchable data
Generate handover deliverables from P&IDs in days instead of months
Build asset registers for brownfield plant digitization
Automate engineering QA/QC with cross-document reconciliation
Create digital twin data foundations from 2D drawings
Enable engineering search and RAG applications over document archives
Engineering document intelligence is AI technology that reads engineering documents — P&IDs, isometrics, datasheets, HAZOP registers, mill certificates — and converts them into structured, machine-readable data. Unlike OCR (which reads text) or EDMS (which stores files), document intelligence understands engineering context: tag relationships, process topology, safety classifications, and ISA 5.1 conventions.
Document management (EDMS) stores and retrieves files. Document intelligence reads those files and extracts structured data. An EDMS tells you which P&ID exists. Document intelligence tells you every tag, instrument loop, and safety classification on that P&ID — and delivers it into SAP PM.
99.5% field-level accuracy on safety-critical fields. This is a contractual SLA with a remedy clause. Generic AI models achieve 60-75%. KPO teams deliver 90-95% with no SLA.
P&IDs, isometric drawings, instrument datasheets, HAZOP registers, mill certificates, C&E matrices, BOMs, FMEAs, FAIRs, inspection reports, weld maps, NDT records, equipment lists, and more — over 15 document types.
Generic AI tools (GPT-4 Vision, Azure Document Intelligence) achieve 60-75% accuracy on engineering documents because they lack training on ISA 5.1, ASME, and engineering conventions. Pathnovo achieves 99.5% because our models are purpose-built for engineering documents.
Engineering document intelligence is AI that reads engineering documents and converts them into structured, actionable data. This matters because engineering knowledge is locked in P&IDs, datasheets, HAZOP registers, and mill certificates that no generic AI can reliably read. Pathnovo created this category to solve the gap between document management (storing files) and the operational need for structured engineering data in systems like SAP PM and IBM Maximo.
OCR reads text from images. Document management stores and retrieves files. Engineering document intelligence understands engineering context — it knows that a tag on a P&ID represents an instrument with specific safety classifications, that a line number has associated piping specifications, and that HAZOP actions reference specific P&ID nodes. The output is structured data ready for enterprise systems, not text or file metadata.
EPC contractors, oil & gas asset owners, refineries, chemical plants, power utilities, manufacturing firms, and piping fabrication shops. Any organization that produces, consumes, or archives engineering documents with structured data locked inside drawings, PDFs, and scanned documents.
Send us 10 documents from your current project. We extract, reconcile, and show you exactly what we find in 48 hours, before any contract.
If the accuracy isn't what we promised, you owe us nothing.
Connect with Pathnovo to discuss your engineering document intelligence needs.
Email: hello@pathnovo.com
Send us a message, and we'll get back to you shortly.
You can also stay connected through our official social media channels.
Our Offices
Bangalore Office
Unit 101, OXFORD TOWERS 139, Old HAL Airport Rd, Kodihalli, Bengaluru, Karnataka 560008