Knowledge Hub.
Deep Dives into Agentic AI.
Explore how our engineering team is solving the most complex unstructured data problems in supply chain, finance, and manufacturing.
The Engineering Podcast
Listen to the technical breakthroughs that power our Doc AI platform.
The MTR Challenge: Chemical & Mechanical Extraction
How our vision models parse handwritten cert numbers and complex testing result tables to ensure 100% material compliance.
CBAM: Automating Carbon Embedded Emissions
An inside look at how we automate the extraction of carbon data from Mill Test Reports for strict EU CBAM reporting.
Taming Unstructured AP Invoices
Solving the multi-page table problem and executing 3-way PO matching with agentic AI guardrails.
Agentic PPAP: Automating Level 3 Packages
How AI agents read engineering drawings and write PFMEAs, reducing part approval lead times from weeks to minutes.
Guides
Plain-language explainers on the concepts behind compliance-critical document automation.
What Is Document AI?
From OCR to modern extraction models, and why extraction alone isn't enough for compliance-critical workflows.
Extraction vs. Validation
Why reading a document correctly and verifying its data are two different problems.
Human-in-the-Loop (HITL) in Enterprise AI
How confidence-based exception routing keeps automation safe in compliance workflows.
What Does "Audit-Ready" Mean?
Immutable audit trails, data traceability, and the compliance standards that require them.
CBAM Compliance Timeline
Key CBAM dates, the 50-tonne threshold, certificate sales and the first declaration deadline — and what they mean operationally.
CBAM Copilot: Carbon Evidence Infrastructure
How factory documents become verified emissions data, audit trails and EU-ready CBAM outputs.