Replies within 2 min
Pathnovo Logo

Start With
10 Documents

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

Pathnovo Logo

Engineering document intelligence for the physical world.

© 2026 Pathnovo. All rights reserved

Solutions

  • Document Extraction
  • Reconciliation
  • AI Agents & Workflows
  • Engineering Ontologies
  • Enterprise Connectors
  • Custom Platforms

Resources

  • Case Studies
  • About Us
  • Blog
  • Contact

Legal

  • Privacy Policy
All case studies
EPC & Oil Gas6 weeks engagement

MTR Traceability Register from 180,000 Mill Certificates

EPC Contractor, India — India

Payment released on schedule. Zero traceability gaps at inspection.

180,000

MTRs Processed

400+

Global Mills

247

Traceability Gaps Found

On Schedule

Payment Released

An EPC contractor in India needed 100% material traceability across 180,000 mill certificates from 400 global mills before the asset owner's inspector would release final payment. The QA team was manually keying data at 15 minutes per certificate.


The Challenge

1

180,000 mill test records across 400 different global mills — no standard format, no consistent layout.

2

QA team manually keying data at 15 minutes per certificate. At that rate, the register would take over 18 months to build.

3

The asset owner's inspector required 100% traceability: every spool item matched to its MTR with heat number, chemical composition, and mechanical test results.

4

Final payment release was conditional on passing the traceability review. Any gap would delay payment.


Our Approach

1

Ingested all 180,000 MTRs regardless of mill, format, or layout — PDFs, scans, and digital certificates.

2

Our models extracted heat number, chemical composition, mechanical test results, and material grade from every certificate.

3

Structured the extracted data and matched it against PO line items and spool item numbers.

4

Produced a comprehensive gap report: 247 spool items with no MTR on file, with specific PO references and expected mill sources.

5

The client's QA team used the gap report to request missing certificates from mills before the inspector arrived.

6

Delivered the complete traceability register in a format ready for the owner's review.


Results

All 180,000 MTRs processed and structured — regardless of mill format or layout.

Heat numbers, chemical compositions, and mechanical test results matched against PO line items.

247 traceability gaps identified — spool items with no MTR on file — with specific references for resolution.

Client resolved all gaps before the inspector arrived.

Final payment released on schedule — no delays, no disputes.

The gap report that would have taken a QA team a month was delivered in two weeks.


“We would have spent three months building this manually and still had gaps. Pathnovo gave us the gap report in two weeks that would have taken a QA team a month to produce.”

QM

QA Manager

EPC Contractor, India


Documents Processed

Mill Test Records (180,000)

Purchase Orders

Spool Tracking Sheets

Capabilities Used

Multi-Format MTR ParsingHeat Number ExtractionPO Line Item MatchingTraceability Gap AnalysisMaterial Grade Validation

Target System

Material Traceability Register

Have a similar project? Let's talk.

Previous

HAZOP Action Register Digitisation for OISD 118 Compliance

See what your documents actually contain.

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.

Contact Us

Note: Your idea is secured under NDA.