The Build vs Buy Decision for AI: A Framework That Works in Any Industry
The build vs buy decision for AI is more complex than traditional software — and the calculus differs significantly across industries. Here's the framework I use, with real examples from healthcare, consumer goods, fintech, and edtech.
State of AI in Healthcare 2026: Executive Summary
1,591 active AI clinical trials. 50 involving LLMs. 17 in Phase 3. Key findings from the State of AI in Healthcare 2026 report — with a CTA to the full members-only analysis.
Recursion Pharmaceuticals: AI-First Drug Discovery
OpenAI vs Anthropic vs Google: Enterprise AI Platform Comparison 2026
I spend a meaningful portion of my week evaluating AI platforms for enterprise deployment at HCLTech. We have shipped GenAI products for healthcare, life sciences,
Flatiron Health vs. Medidata: Real-World Evidence Platforms Compared
Real-world evidence (RWE) has moved from a nice-to-have supplement to clinical trials to a critical component of regulatory submissions, payer negotiations, and clinical decision-making. Flatiron
How AI Is Transforming Clinical Trial Patient Recruitment: A Product Manager's Perspective
80% of clinical trials fail to meet enrollment timelines. Each day of delay costs sponsors $600K-$8M in lost revenue. I've built products
Veeva vs. Salesforce Health Cloud: CRM for Life Sciences in 2026
The Veeva-Salesforce breakup is one of the most consequential platform shifts in life sciences technology. After building its entire CRM on the Salesforce platform for
FDA's New AI Guidance Decoded: What Builders Need to Know
When the FDA published its expanded Clinical Decision Support guidance in January 2026 alongside the updated wearables framework, my inbox filled up with the same
Prior Authorization AI: Reducing Healthcare's $31B Administrative Burden
Prior authorization is healthcare's most universally hated process. Physicians spend 14 hours per week on PA paperwork. Total cost: $31 billion annually. And
FDA SaMD Guidance Explained: What Every Life Sciences Product Manager Needs to Know
If you're building AI products in life sciences, you will eventually hit a three-letter acronym that determines whether your product ships in months
Clinical Trial AI Playbook
Life Sciences & Healthcare AI PM Fundamentals
Everything I wish I knew when I started in Life Sciences & Healthcare AI product management - from the regulatory basics to building your first AI product spec.
How Tempus Built a $6B Clinical AI Platform
How We Reduced Clinical Trial Matching Time by 73% with RAG
A real-world implementation of retrieval-augmented generation for matching patients to clinical trials at scale.
State of AI in Healthcare 2026: From Clinical Trials to Production
1,591 active AI clinical trials. 50 involving LLMs. 17 in Phase 3/4. A practitioner's deep dive into where healthcare AI actually stands in 2026 — the data, the regulatory landscape, what is not working, and predictions for 2027.