AI-Powered P&ID Digitization & Data Extraction
Turn complex P&IDs into structured engineering intelligence
AI Blueprint Classifier interprets P&IDs and organizes information such as equipment, valves, instruments, piping, tags, and relationships into structured engineering data.
CADIAMâ„¢ P&ID Agent- On-prem
- Air-gap ready
- Zero LLM calls
Bring Intelligence to Every P&ID
P&IDs hold valuable engineering information across symbols, tags, lines, instruments, and process connections. AI Blueprint Classifier helps make that information easier to access, understand, and use across engineering workflows.
How AI P&ID Digitization Works
AI Blueprint Classifier transforms P&IDs into structured engineering intelligence through a streamlined workflow. From ingesting drawings and recognizing engineering elements to understanding their relationships and organizing them into structured data. Every extracted element remains traceable to its original drawing and page, giving engineering teams accessible, contextualized data without losing the source information.
P&ID Digitization Features
AI-Powered P&ID Recognition
Recognize engineering symbols, components, tags, and drawing elements across complex piping and instrumentation diagrams.
P&ID Data Extraction
Extract relevant information from P&IDs and organize it into structured engineering data.
Equipment & Component Recognition
Identify pumps, vessels, heat exchangers, compressors, valves, instruments, and other process components within your drawings.
Piping & Tag Extraction
Capture piping information, line identifiers, sizes, services, and equipment or instrument tags.
Parent-Child Asset Hierarchy
Assign instruments, valves, and lines to their parent equipment and build an asset hierarchy you can review and export.
Structured Engineering Data
Organize extracted information into usable data for engineering review, documentation, analysis, and downstream workflows.
P&ID Intelligence Platform
- Process existing P&ID drawing sets
- Identify equipment, valves, instruments, piping, and tags
- Assign instruments, valves, and lines to their parent equipment
- Organize extracted information into structured engineering data
- Maintain traceability back to the source drawing
This provides a practical path for organizations that want to make existing engineering documentation more accessible without recreating every P&ID manually.
AI P&ID Digitization, Built for Your Industry
AI Blueprint Classifier, powered by CADIAMâ„¢, reads your P&IDs and turns them into structured data your engineering and maintenance teams can use.
Refineries, terminals and pipelines run on P&IDs that often exist only as scanned PDFs.
What you get- Equipment, instrument and line tags read from every sheet, scans included
- Parent-child asset hierarchy built for you
- Equipment list, instrument index and line list, CMMS-ready
Chemical plants tie vessels, piping, instruments and utilities together across hundreds of sheets.
What you get- Every tag attached to its parent equipment
- Tags with no parent flagged for review
- Plain-language questions answered with the source page
Pharma facilities need an accurate record of process and utility equipment for maintenance and change control.
What you get- Equipment, valves, instruments and utilities indexed
- Every value traced back to its source page
- Asset register ready to import into your CMMS
Tanks, pumps, valves and heat exchangers are spread across every production line's P&IDs.
What you get- Equipment and instrument index for each line
- Parent-child hierarchy per unit
- Line list with every line number
Power plants carry large P&ID sets for steam, cooling and control systems.
What you get- Equipment, instrument and line tags across the full set
- A hierarchy your maintenance team can import
- Unassigned tags queued for an engineer to check
Treatment plants rely on pumps, valves, tanks and instruments spread across many drawings.
What you get- Pumps, valves and instruments indexed
- Each tag linked to the equipment it serves
- CMMS-ready import workbook
Built for Engineering Review, Not Just Extraction
P&IDs contain engineering information that can influence analysis, maintenance, documentation, and operational decisions. AI extraction should therefore support engineering review—not replace it.
AI Blueprint Classifier provides structured visibility into detected P&ID elements while keeping the original drawing available for reference.
Review extracted information against the source
Engineers can trace detected elements back to the original drawing and review the context in which they were identified.
Preserve engineering context
Equipment, instruments, valves, piping, tags, and relationships are interpreted together rather than treated as isolated pieces of text.
Keep humans in control
AI accelerates identification and organization of information while engineering teams retain control over technical validation and decisions.
Improve accessibility without losing traceability
Structured P&ID data makes information easier to search and analyze while maintaining a connection to the source drawing.
AI helps accelerate the work. Engineering teams remain the final authority on engineering interpretation and decisions.
Enterprise Security
Engineering drawings often contain sensitive operational and asset information. The platform is designed to give organizations control over where data is processed, how long it is retained, and who can access it.
Customer environments support tenant isolation, encryption in transit and at rest, and customer defined retention policies, with regional data residency on Enterprise. Source drawings can remain within the customer environment when required, with extracted intelligence governed according to the organization's data policies.
Built on Markovate's ISO 27001 and ISO 9001 certified delivery platform, the solution is designed to support enterprise security and governance requirements.
Built for the P&IDs You Already Have
| AVEVA | HEXAGON SMARTPLANT | BENTLEY OPENPLANT | CADIAMâ„¢ P&ID AGENT | |
|---|---|---|---|---|
| WHAT IT IS | Plant information management | Symbol-library P&ID intelligence | CAD P&ID authoring | AI P&ID digitizationOutput you can query in plain language |
| LEGACY PDF P&IDS | A person reads them first | After per-plant templates | Not ingestedBuilt for new CAD drawings | Read directlyImage-only scans included |
| SET-UP | Manual data entry | Symbol library per plantRe-trained for new sites | Drawings authored in CAD | No per-plant library |
| TAGGING | Operator-driven | Template matching | Authored in CAD | AutomaticParent-child hierarchy, traced to the source page |
Frequently Asked Questions
What is P&ID digitization?
P&ID digitization converts information represented in piping and instrumentation diagrams into structured, machine-readable data, including equipment, valves, instruments, piping, tags, and relationships.
How does AI extract data from a P&ID?
AI analyzes visual elements, text, symbols, tags, and relationships within a P&ID to identify and classify the engineering components represented in the drawing.
Can AI Blueprint Classifier extract equipment, valves, and instruments from P&IDs?
Yes. AI Blueprint Classifier can identify and organize common P&ID elements, including equipment, valves, instruments, piping lines, tags, and other represented components.
Is P&ID digitization the same as P&ID OCR?
No. OCR primarily recognizes text, while P&ID digitization combines text recognition with visual and engineering-context understanding to identify components and their relationships.
What can I do with the extracted P&ID data?
Extracted data can support engineering review, documentation, equipment and instrument indexing, piping data organization, analysis, and other downstream engineering workflows.