AI in Healthcare
AI diagnostics, drug discovery, clinical workflows, regulatory navigation
Health tech founders, clinicians, health investors, policy makers
Regulatory hurdles, data privacy, clinical validation, adoption resistance
Featured in AI in Healthcare
7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
I've been in the Silicon Valley trenches for over a decade, and I've never seen a shift as massive as AI in healthcare. I'm sharing the hard-won lessons from my own startups and investments—the wins, the failures, and the counterintuitive strategies that actually work.
By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
Home sensors and a personal AI health model could make the yearly physical a daily process. Why healthcare AI startups fail and a playbook to win.
The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
I've been in the Silicon Valley trenches for over a decade, and I've never seen a shift as massive as AI in healthcare. I'm sharing the hard-won lessons from my own startups and investments—the wins, the failures, and the counterintuitive strategies that actually work.
Can AI Predict Clinical Trial Success?
However accurate, a trial-prediction model is worthless if no one can use it. Healthcare AI lessons: fix a workflow, embrace messy data, explain results.
The Future of Personalized Medicine Isn't Genomics, It's AI-Driven Predictive Health
Genomics is one piece of personalized medicine. AI on real-world data from wearables, sleep, diet and records, plus a usable UI, drives prediction.
Nobody Talks About the Data Moat Problem in AI Diagnostics—Here's How to Solve It
A static pile of medical data is no moat. The real one is a data engine: clinical workflow fit, human-in-the-loop labeling and a regulatory flywheel.
What Investors Want in AI Mental Health
What healthcare AI investors weigh beyond the model: trust, compliance and execution, plus four rules for founders building AI mental health apps.
Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
Radiology AI stalls on messy hospital data, tools outside PACS workflows and long sales cycles. Better bets: trial recruitment, admin work, drug discovery.
Can AI Predict Clinical Trial Success?
What an AI model of clinical trial success weighs: team mix, FDA strategy, investor quality and adaptive design, and the case for outcome-based pricing.
Can AI Predict Clinical Trial Success?
Nine in ten drugs fail in trials. How AI can flag likely Phase II and III outcomes early, and three founder mistakes: tech over problem, weak data, FDA.
7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
I've been in the Silicon Valley trenches for over a decade, and I've never seen a shift as massive as AI in healthcare. I'm sharing the hard-won lessons from my own startups and investments—the wins, the failures, and the counterintuitive strategies that actually work.
AI Drug Discovery: Why a Niche Wins
I've been in the Silicon Valley trenches for over a decade, and I've never seen a shift as massive as AI in healthcare. I'm sharing the hard-won lessons from my own startups and investments—the wins, the failures, and the counterintuitive strategies that actually work.
Why AI Diagnostic Tools Fail in Hospitals
Why an accurate AI diagnostic tool can still fail: poor workflow fit, FDA clearance, biased data, buyers who want ROI and no billing code for payment.
How to Build a Clinical AI That Doctors Actually Trust: The Counterintuitive Guide
I've been in the Silicon Valley trenches for over a decade, and I've never seen a shift as massive as AI in healthcare. I'm sharing the hard-won lessons from my own startups and investments—the wins, the failures, and the counterintuitive strategies that actually work.
The $1.2 Billion Mistake: New Data Shows Why Most Hospitals Are Implementing AI Wrong
Hospitals buy AI models, not solutions. Why tools that skip PACS and EHR integration fail clinicians, and a five-step playbook for workflow-native AI.
Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
Radiology AI competes on accuracy, a race to the bottom; distribution, data and FDA clearance are the real moats. Better bets: mental health, drug R&D.
The $1.2 Billion Mistake: New Data Shows Why Most Hospitals Are Implementing AI Wrong
Hospital AI fails on workflow and data, not algorithms. Why a strong sepsis model lost its pilot, and the fix: clinician shadowing, co-design, data work.
Taking an AI Medical Device to Market
A strong lab model is the easy part of medical AI; messy hospital data, FDA 510(k) review and PACS integration are not. Start with workflow and the FDA.
Why AI Diagnostic Tools Fail in Hospitals
Lab accuracy collapses on real hospital data, hospital sales cycles run 18 months and doctors resist replacement: why AI diagnostic startups fail.
How to Navigate the FDA Approval Process for Your Medical AI (The 2026 Playbook)
FDA strategy is the moat: hire a regulatory expert first, nail the intended use (510(k) vs PMA), build representative data and prove clinical utility.
The Future of Personalized Medicine Isn't Genomics, It's AI-Driven Predictive Health
Predictive health AI wins on more than the model: data infrastructure, an early FDA plan, ROI for hospital buyers, EMR workflow fit and outcomes pricing.
The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
Model accuracy isn't a moat in biotech AI. Five rules that are: workflow integration, stakeholder selling, explainability, FDA clearance and reimbursement.
Labtree — Portfolio Company | Angel Investment by Sahin Boydas
AI-powered laboratory management and experiment optimization platform.
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- I Was a Skeptic, But This AI Drug Discovery Platform is 10x Better Than I Imagined
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- Can AI Predict Clinical Trial Success?
- Why AI Diagnostic Tools Fail in Hospitals
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- Can AI Predict Clinical Trial Success?
- Why AI Diagnostic Tools Fail in Hospitals
- 7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
- 7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
- Abridge — Portfolio Company | Angel Investment by Sahin Boydas
- Viz.ai — Portfolio Company | Angel Investment by Sahin Boydas
- Tempus — Portfolio Company | Angel Investment by Sahin Boydas
- Recursion — Portfolio Company | Angel Investment by Sahin Boydas
- Insitro — Portfolio Company | Angel Investment by Sahin Boydas
- 7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
- I Was a Skeptic, But This AI Drug Discovery Platform is 10x Better Than I Imagined
- Calm — Portfolio Company | Angel Investment by Sahin Boydas
- Headspace — Portfolio Company | Angel Investment by Sahin Boydas
- Peloton — Portfolio Company | Angel Investment by Sahin Boydas
- Whoop — Portfolio Company | Angel Investment by Sahin Boydas
- Oura — Portfolio Company | Angel Investment by Sahin Boydas
- The Future of Personalized Medicine Isn't Genomics, It's AI-Driven Predictive Health
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- AI Drug Discovery: Why a Niche Wins
- AI Drug Discovery: Why a Niche Wins
- The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- Nobody Talks About the Data Moat Problem in AI Diagnostics—Here's How to Solve It
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- The Future of Personalized Medicine Isn't Genomics, It's AI-Driven Predictive Health
- What Investors Want in AI Mental Health
- What Investors Want in AI Mental Health
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- Taking an AI Medical Device to Market
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- AI Drug Discovery: Why a Niche Wins
- Nobody Talks About the Data Moat Problem in AI Diagnostics—Here's How to Solve It
- AI Drug Discovery: Why a Niche Wins
- What I’ve Learned About Getting FDA Approval for Medical AI in 2026
- Why Healthcare AI Projects Fail
- What 20+ AI Healthcare Startups Taught Me About Angel Investing
- What Your Annual Physical Will Look Like with AI by 2030
- Why Healthcare AI Startups Fail
- Why I Believe the Hype Around AI in Radiology Will Fade—and Where We Should Look Next
- Building Clinical AI That Doctors Trust: What I’ve Learned the Hard Way
- My Take: The $1.2 Billion Mistake: New Data Shows Why Most Hospitals Are Implementing AI Wrong
- Can AI Predict Clinical Trial Success?
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- Nobody Talks About the Data Moat Problem in AI Diagnostics-Here's Solve It
- The $1.2 Billion Mistake: New Data Shows Why Most Hospitals Are Implementing AI Wrong
- Can AI Predict Clinical Trial Success?
- The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- My Unpopular Opinion on AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- AI Drug Discovery: Why a Niche Wins
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- How to Navigate the FDA Approval Process for Your Medical AI (The 2026 Playbook)
- Why 'AI in Radiology' Is a Bubble About to Burst (And What to Focus on Instead)
- My Unpopular Opinion on AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- 7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
- What Investors Want in AI Mental Health
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- AI Drug Discovery: Why a Niche Wins
- How to Navigate the FDA Approval Process for Your Medical AI (The 2026 Playbook)
- The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- Personalized Medicine Isn't Genomics, It's AI-Driven Predictive Health
- AI Drug Discovery: Why a Niche Wins
- AI Drug Discovery: Why a Niche Wins
- How to Build a Clinical AI That Doctors Actually Trust: The Counterintuitive Guide
- Taking an AI Medical Device to Market
- The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- AI Drug Discovery: Why a Niche Wins
- Can AI Predict Clinical Trial Success?
- 7 Things I Learned Angel Investing in 20+ AI Healthcare Startups
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- AI Drug Discovery: Why a Niche Wins
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- How to Navigate the FDA Approval Process for Your Medical AI (The 2026 Playbook)
- What Investors Want in AI Mental Health
- Taking an AI Medical Device to Market
- Why AI Diagnostic Tools Fail in Hospitals
- The 5 Unspoken Rules of Building a Defensible AI Moat in Biotech
- Can AI Predict Clinical Trial Success?
- An AI Startup's Pivot to Drug Discovery
- Why I Changed My Mind About This AI Drug Discovery Platform
- I Looked at 10,000 Clinical Trials and Found AI Can Predict Drug Success 87% of the Time
- Why Data Moats Are a Real Problem in AI Diagnostics and What I Do About It
- Why AI Diagnostic Tools Fail in Hospitals
- Why I Believe the Hype Around AI in Radiology Won't Last and What I'm Watching Instead
- Why I Believe Your Chatbot Can’t Replace a Real Therapist
- Getting Your Medical AI Through the FDA: My 2026 Playbook
- What Investors Want in AI Mental Health
- The Counterintuitive Truth About AI and Mental Health: Why Your Chatbot Can't Replace a Therapist
- Taking an AI Medical Device to Market
- By 2030, Your Annual Physical Will Be Conducted by an AI. Here's What That Looks Like.
- AI Drug Discovery: Why a Niche Wins