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Turn engineering documents into usable data.
IDS™ DataOps brings AI vision to engineering documents - reading P&IDs, isometrics, datasheets and specifications to turn buried information into structured, usable data.
Stop transcribing. Start using the data.
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Extract
Structure
Trace
Your engineering data already exists.
It is just trapped inside thousands of documents.
Equipment, lines, specifications and relationships are buried across drawings, PDFs and datasheets. Engineers spend hours finding the same information, copying it into spreadsheets and checking it again before it can be used.
Equipment
Lines
Specifications
Relationships
IDS™ DataOps turns that document archive into structured engineering data.
No manual transcription
No rebuilding the same lists project after project
No losing the connection back to the source
From documents to structured data.
AI now does the reading. Vision-based language models interpret engineering documents and turn their content into structured data ready for engineering workflows.
P&IDs
Equipment, lines, and engineering relationships.
Piping isometrics
Piping information and specifications
Equipment datasheets
Equipment properties and technical information
Pipe specifications
Structured piping requirements and attributes
Equipment lists
Line lists
Pipe specification data
Equipment specification data
Equipment-to-equipment connection lists
Structured CSV outputs
AI reads it.
DataOps structures it.
You can trace every result.
This is more than text extraction.
AI interprets the engineering document — its text, layout and visual context — and turns it into structured engineering data.
Every value in the dataset is linked back to the document behind it
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Extract
IDS™ DataOps gives AI eyes for engineering — using vision-based language models to understand documents and extract the information that matters.
EQUIPMENT · LINES · SPECIFICATIONS · CONNECTIONS
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Structure
Extracted information is organized into consistent engineering datasets instead of remaining isolated inside individual documents.
EQUIPMENT LISTS · LINE LISTS · PIPE SPECS · EQUIPMENT SPECS · CONNECTIONS
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Trace
Every extracted value keeps a link back to where it came from.
SOURCE DOCUMENT · SHEET LEVEL · CONFIDENCE
Know which document produced the information.
Return to the page or drawing behind the extracted value.
See the confidence associated with extracted information.
Stop searching through documents.
Start asking questions on the data.
Instead of opening drawings one by one to understand an asset, IDS™ DataOps gives teams a structured view of the engineering information across the document set.
What equipment do we have?
Equipment list
Which lines connect the equipment?
Line list + connection data
What specifications apply?
Pipe specification dataset
What do we know about each piece of equipment?
Equipment specification dataset
Where did this value come from?
Source-linked document and sheet
Built for engineering information at scale.
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Digital transformation leaders
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Operations & asset teams
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Engineers
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Reviewers
Every value keeps its source.
Automation is only useful when teams can see where the information came from.
IDS™ DataOps keeps extracted data connected to the engineering document behind it - providing the traceability needed to review, validate and use the result with confidence.
Equipment tag
Extraction confidence available
Line number
Extraction confidence available
Design pressure
Queued for review
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One document set. Connected engineering context.
A line on a P&ID should not become an isolated spreadsheet row.
IDS™ DataOps turns documents into the structured engineering information that enriches the wider IDS™ environment - forming a more complete digital representation of the asset.
Equipment A → Line 101 → Equipment B
Structured engineering dataset
The information becomes usable beyond the drawing it came from
Geometry and engineering information, together.
IDS™ DataOps turns documents into the structured engineering information that enriches the wider IDS™ environment - forming a more complete digital representation of the asset.
IDS™ Halo
Turn reality capture into a structured, verified 3D model.
REALITY → VERIFIED 3D MODEL
IDS™ Core
Author and analyze against data that is already structured
MODEL → ENGINEERING DATA → DESIGN & ENGINEERING
IDS™ Viewer
Give the wider team the model and its data together.
MODELS → DATA → COLLABORATION & DECISIONS
Digitize the archive once.
Use the data everywhere.
Stop manually extracting engineering information from drawings. Turn your existing P&IDs, isometrics, datasheets and specifications into structured, traceable engineering data.
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