BigMachine extracts every tag, symbol, process line, and note from engineering drawings into a structured data model that you can explore and act on.
No manual extraction. No re-keying data. Upload, extract, verify, and start working.
Upload a drawing PDF. Any authoring tool, any drawing standard.
Every valve, instrument, line, and connection is identified and mapped into a structured data model — components, attributes, and relationships.
Review results overlaid on the drawing with confidence scores. Correct where needed — nothing goes downstream until you approve it.
Titan is our built-in AI that lets you query the structured data model in plain language — the moment extraction is complete.
"How many instruments are on this P&ID?"
"What is the set point on PSV-101?"
"List all ball valves with their line numbers."
"Highlight every temperature indicator."
No exports, no spreadsheets, no waiting. Ask a question, get an answer — directly from the drawing data.
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Extract equipment and instrument counts across an entire bid package. Export directly to your estimating spreadsheet. Ask the data model "how many PRVs across all units?" and get an answer in seconds instead of days of manual counting.
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Upload two revisions and get a precise diff of every addition, removal, and modification. No more printing two drawings and comparing by eye. Scope changes, new instruments, removed connections — all flagged automatically.
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Configure automated checks against your project standards via the API and run them across the full drawing set. Missing tags, inconsistent naming, orphaned connections — caught in minutes, resolved in context with marked-up outputs.
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Extract every instrument, valve, and control element with associated tags and attributes. Export the lists you need for loop checks, pre-commissioning, and mechanical completion — directly from the drawings, in minutes instead of weeks.
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Export the structured data model as CSV or JSON, or connect via API. Build custom validations, feed your material management system, or push data directly into project controls tooling. Same extraction, any downstream workflow.
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A multi-modal system that utilizes custom OCR, vision models, and image processing algorithms caputres engineering intent with unmatched accuracy and reliability.
A built-in library of ISA symbols covers most P&IDs out of the box. If something's missed, define it once and it's recognized everywhere — across any drawing, at any scale or rotation, regardless of overlapping text.
A custom OCR engine reads every annotation, then associates text to the right component using spatial and semantic reasoning. "Set point 300 PSI" near an instrument bubble gets linked to that PRV — not the adjacent line.
Symbols, text, and spatial relationships are assembled into a structured ontology — components, connections, attributes, and process flow. Not a list of detections. A data model that understands the drawing.
Extraction accuracy and reliability proven across thousands of real-world engineering drawings.
Extraction accuracy validated across thousands of drawing sheets in production.
Every extraction includes confidence scoring. Low-confidence items are flagged for human review. Deterministic, not probabilistic.
Every extraction is reviewable before use. Flag and correct results directly on the drawing — nothing goes downstream until you approve it.
Handles different tagging philosophies and symbology standards seamlessly. Custom dictionaries for project-specific work.
Export the data model in standard formats — CSV, JSON, API — for integration with existing tools and workflows.
Process thousands of drawings per month. Enterprise-grade infrastructure built for production workloads.
Built for security, scale, and deployment in production engineering environments.
Our AI models are built entirely in-house, ensuring zero data leakage to third-party AI services.
Built with enterprise-grade security practices. Your sensitive engineering data is stored and protected with the highest standards.
Run BigMachine entirely within your own infrastructure - ideal for strict security, compliance, and data residency requirements.