Our Platforms→ NRX Extractor
You don’t have a data problem. you have a usable-data problem
Asset-intensive organizations don’t suffer from lack of data, they suffer from lack of usable, connected, and contextualized information. The knowledge that runs your plant is already there. It’s just locked inside documents your systems can’t read.
Five document types. One structured output.
NRX Extractor goes beyond character recognition. It understands what the information represents and how it connects to real plant objects, assets, and BOMs.
P&IDs
Extract tags, equipment names, hierarchy, and parts lists to build accurate asset registers and BOMs. No manual transcription required.
Equipment Manuals
Extracts specs, procedures, and part lists from scanned or PDF manuals and links them to the correct asset in your system.
Supplier Invoices
Captures parts information including vendor data, quantities, and costs even when invoice formats vary across suppliers.
Equipment Nameplates
Extracts tag numbers, make, manufacturer, serial number, and specs from nameplate photos and links them to equipment in your systems.
Estimates & Quotes
Extracts parts lists including quantities and unit costs to supplement and validate the information already in your systems.
Identify Every Data Gap Before You Start
NRX Extractor begins by analyzing your full asset registry to identify every data gap and quality issue using AI, not manual review. You get a complete picture of what's missing, incomplete, or inconsistent before any extraction work begins.
This gives your team a clear scope of the project and a baseline to measure progress against as documents are processed.
Go Beyond OCR. Connect Data to Real Assets.
NRX Extractor doesn't just read characters off a page, it understands what the information represents. Semantic mapping connects extracted fields to real plant objects, assets, and BOMs in your EAM or CMMS.
The engine handles multiple languages, industry-specific abbreviations, and varying document formats. Dates, units, IDs, and currencies are automatically standardized during extraction.
Human-in-the-Loop Quality Control
Before any data loads into your systems, Extracted values are reviewed side-by-side with the source document so your team can confirm, correct, or reject individual entries. Nothing enters your EAM or CMMS without a human sign-off.
Built for asset-intensive organizations
Every capability in NRX Extractor is designed around the realities of plant operations, data builds, and large-scale EAM implementations.
AI-Powered Understanding
Recognizes what fields mean, not just the text. Extracted data makes sense in context.
Field Intelligence
Handles multiple languages, abbreviations, and industry-specific terminology out of the box.
Data Normalization
Dates, units, IDs, and currencies are automatically standardized on extraction.
Scalable Bulk Processing
Extract thousands of records at once with consistent accuracy across large document sets.
Cross-Domain Ready
Works across plant maintenance, finance, healthcare, retail, logistics, and construction.
Ready to take control of your data quality?
See NRX AssetHub’s Data Quality Reports in action with a personalized demo.