My areas of expertise
Agentic IDP systems
Building document processing platforms that combine AI models with tools, memory and supervisors to deliver auditable, enterprise-grade automation.
Production-grade AI engineering
Bridging the gap between fast experiments and robust production systems through proper architecture, testing frameworks, data curation, edge case hunting and evaluation systems – the unglamorous operational work that makes demos trustworthy.
Future-proofing for AI evolution
Designing with flexible interfaces and smart decomposition so platforms stay relevant as models improve rather than getting replaced by them.
My recent articles
What is the best invoice automation software? How to choose the right platform
Looking for the best invoice automation software? Compare leading tools, learn what to evaluate and find a platform that works on real invoices at scale.
All about AI invoice processing
AI invoice processing helps accounts payable teams move beyond scanning and OCR to reduce manual effort, improve accuracy and handle real-world invoice variation at scale.
How to choose the best data parsing tools for your document processing workflows
A practical guide to understanding data parsing tools, how they work and how to choose the right data parsing software for your workflows.
What is data parsing?
Learn what data parsing means, how it works and why it underpins modern automation.
Build vs buy your IDP system: a developer’s checklist for making the right call
This checklist focuses on those challenges so you can make a well-informed decision based on what will work best for your team.
Best intelligent document processing software: the model memory advantage
Discover the best intelligent document processing software and see why model memory outperforms OCR and machine learning every time.