My areas of expertise
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
My recent articles
How to build a resume parser vs buy one: a practical guide for ATS teams
How to build a resume parser vs buy one: a practical guide for ATS teams
Build or buy? Learn how to build a resume parser for your ATS, what it really takes and why proven, off-the-shelf options often win on time-to-value and accuracy.
Benefits of automated invoice processing
Benefits of automated invoice processing
See how automated invoice processing lowers AP costs, reduces errors, speeds approvals and gives operations leaders tighter cash flow control at scale now.
Intelligent document processing for logistics: what it is and why it works
Intelligent document processing for logistics: what it is and why it works
Learn how intelligent document processing for logistics automates PODs, freight invoices and customs documents – and what it delivers at scale.
How to automate logistics document processes
How to automate logistics document processes
A practical framework for logistics teams: which documents to automate first, what the workflow looks like and how to evaluate platforms.
All about intelligent document processing applications in banking and finance
All about intelligent document processing applications in banking and finance
How intelligent document processing applications help financial teams work faster and smarter.
All about intelligent document processing in insurance
All about intelligent document processing in insurance
How intelligent document processing helps insurers keep pace with complexity.
All about insurance document automation
All about insurance document automation
Learn how insurance document automation turns complex paperwork into decision-ready data.
All about document automation for financial services
All about document automation for financial services
A practical guide to how document automation is helping banking and finance teams reduce manual processing, improve accuracy and scale operations with confidence.
Intelligent document processing in action: use cases, business benefits and future trends
Intelligent document processing in action: use cases, business benefits and future trends
Intelligent document processing delivers measurable value today – and is evolving quickly for what comes next.
Best intelligent document processing software in 2026
Best intelligent document processing software in 2026
Choosing the right intelligent document processing solution determines how accurately you can capture unstructured data, automate document workflows and scale without friction.
Intelligent character recognition: the link between document capture and intelligent automation
Intelligent character recognition: the link between document capture and intelligent automation
Explore how intelligent character recognition transformed document automation, and why today’s enterprises are moving beyond it towards intelligent document processing and agentic AI.
Inside Affinda’s model memory approach to next-generation IDP
Inside Affinda’s model memory approach to next-generation IDP
This article explains Affinda’s unique approach, which is built for fast configuration, superior accuracy and the flexibility to extract data from any document in any format.
What to look for in an IDP provider (and what to avoid)
What to look for in an IDP provider (and what to avoid)
From accuracy thresholds to compliance credentials, this guide will help you assess IDP platforms through a long-term lens so you can feel confident you’re investing in a solution that scales as your business does.
5 hidden costs of IDP building (and why buying is often smarter)
5 hidden costs of IDP building (and why buying is often smarter)
This article breaks down five hidden costs of a build-your-own IDP system.
How does resume parsing work? Inside the technology that’s transforming recruitment
How does resume parsing work? Inside the technology that’s transforming recruitment
Discover how resume parsing works and why it's this technology that top recruiters are demanding from their HR software now.
What is OCR resume scanning? Understanding how AI reads and parses CV
What is OCR resume scanning? Understanding how AI reads and parses CV
Still relying on manual resume processing? Discover how OCR and AI resume scanning turn PDFs into structured data for faster and smarter recruiting.
How resume parsing benefits human resources and hiring teams
How resume parsing benefits human resources and hiring teams
Manual resume reviews slow down every HR workflow, and no one enjoys the extra data entry that often comes with them.
Meet Affinda’s resume parser AI: free to try, fast to deploy
Meet Affinda’s resume parser AI: free to try, fast to deploy
Test Affinda’s resume parser AI for free. It’s fast, accurate and built for scale – perfect for HR tech and platforms, ATS providers and job boards.
How to parse resumes in Python (and when to level up to Affinda)
How to parse resumes in Python (and when to level up to Affinda)
A practical guide for recruitment platforms, HR tech teams and ATS developers exploring scalable approaches to resume parsing with Python.
How an AI resume parser is your key to unlocking a competitive advantage
How an AI resume parser is your key to unlocking a competitive advantage
Find out how an AI resume parser can unlock a competitive advantage for your recruitment technology. Improve your accuracy, consistency and speed.
How to extract data from resumes: the ultimate guide to using our resume parser
How to extract data from resumes: the ultimate guide to using our resume parser
Simplify resume data extraction and make it easy to work with – extract, structure and scale your hiring data with our resume parser.