My areas of expertise
AI product strategy for document workflows
Defining the roadmap for Affinda’s intelligent document processing platform so organizations can automate end-to-end workflows – not just single extraction steps – and see measurable improvements in accuracy, speed and unit economics.
Data-driven product management in B2B SaaS
Using data to prioritize what gets built, from opportunity sizing and funnel analysis to pricing, packaging and usage insights. Favoring experiments with clear success criteria over vague “nice to have” features.
Customer-led automation and AI transformation
Working with enterprise customers to map document journeys, quantify the cost of manual work and design AI-powered workflows that are auditable, safe and impactful. That means choosing the highest-value use cases first, proving results with numbers and iterating rather than relying on a single big launch.
My recent articles
Benefits of automated invoice processing
Intelligent document processing for logistics: what it is and why it works
How to automate logistics document processes
All about intelligent document processing applications in banking and finance
All about intelligent document processing in insurance
All about insurance document automation
All about document automation for financial services
Intelligent document processing in action: use cases, business benefits and future trends
Best intelligent document processing software in 2026
Intelligent character recognition: the link between document capture and intelligent automation
Inside Affinda’s model memory approach to next-generation IDP
What to look for in an IDP provider (and what to avoid)