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kakaoventures blog

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The Real Bet in Pharma AI: Not "Faster," But "Wrong Less Often"

The Real Bet in Pharma AI: Not "Faster," But "Wrong Less Often"

A 90% clinical failure rate. Billions lost on the wrong bets. AI's promise in drug development isn't speed — it's better judgment. Here's where it actually moves the needle.
Kakao Ventures's avatar
May 11, 2026
Digital Healthcare
Who Wins the U.S. Clinical AI Market? Abridge, Doximity, OpenEvidence, and Epic Go Head-to-Head

Who Wins the U.S. Clinical AI Market? Abridge, Doximity, OpenEvidence, and Epic Go Head-to-Head

Four AI companies are fighting to own U.S. clinical workflows. We break down how Abridge, Doximity, OpenEvidence, and Epic are building moats — and which formula wins.
Kakao Ventures's avatar
Mar 13, 2026
Digital Healthcare
MCED FDA Approval Challenges: Why Multi-Cancer Blood Tests Remain Out-of-Pocket

MCED FDA Approval Challenges: Why Multi-Cancer Blood Tests Remain Out-of-Pocket

Why MCED tests haven't achieved FDA approval: Analysis of positive predictive value issues, clinical evidence barriers, and diagnostic costs. Plus market potential insights.
Kakao Ventures's avatar
Sep 26, 2025
Digital Healthcare
HeartFlow IPO Analysis: Medical AI Company IPO Success Story

HeartFlow IPO Analysis: Medical AI Company IPO Success Story

HeartFlow's IPO marks the first pure-play medical AI company to reach public markets with 99% AI revenue. Analysis of business model, financials, and roadmap for medical AI startups.
Kakao Ventures's avatar
Sep 02, 2025
Digital Healthcare
How At-Home Digital Diagnostics Are Reshaping Healthcare

How At-Home Digital Diagnostics Are Reshaping Healthcare

Discover how at-home digital diagnostics are enabling early detection and remote monitoring—reshaping the future of personalized healthcare.
Kakao Ventures's avatar
Nov 20, 2024
Digital Healthcare
The Real Bet in Pharma AI: Not "Faster," But "Wrong Less Often"

The Real Bet in Pharma AI: Not "Faster," But "Wrong Less Often"

A 90% clinical failure rate. Billions lost on the wrong bets. AI's promise in drug development isn't speed — it's better judgment. Here's where it actually moves the needle.
Kakao Ventures's avatar
May 11, 2026
Digital Healthcare
Who Wins the U.S. Clinical AI Market? Abridge, Doximity, OpenEvidence, and Epic Go Head-to-Head

Who Wins the U.S. Clinical AI Market? Abridge, Doximity, OpenEvidence, and Epic Go Head-to-Head

Four AI companies are fighting to own U.S. clinical workflows. We break down how Abridge, Doximity, OpenEvidence, and Epic are building moats — and which formula wins.
Kakao Ventures's avatar
Mar 13, 2026
Digital Healthcare
MCED FDA Approval Challenges: Why Multi-Cancer Blood Tests Remain Out-of-Pocket

MCED FDA Approval Challenges: Why Multi-Cancer Blood Tests Remain Out-of-Pocket

Why MCED tests haven't achieved FDA approval: Analysis of positive predictive value issues, clinical evidence barriers, and diagnostic costs. Plus market potential insights.
Kakao Ventures's avatar
Sep 26, 2025
Digital Healthcare
HeartFlow IPO Analysis: Medical AI Company IPO Success Story

HeartFlow IPO Analysis: Medical AI Company IPO Success Story

HeartFlow's IPO marks the first pure-play medical AI company to reach public markets with 99% AI revenue. Analysis of business model, financials, and roadmap for medical AI startups.
Kakao Ventures's avatar
Sep 02, 2025
Digital Healthcare
How At-Home Digital Diagnostics Are Reshaping Healthcare

How At-Home Digital Diagnostics Are Reshaping Healthcare

Discover how at-home digital diagnostics are enabling early detection and remote monitoring—reshaping the future of personalized healthcare.
Kakao Ventures's avatar
Nov 20, 2024
Digital Healthcare
3 Unique Attributes of
Healthcare Business

3 Unique Attributes of Healthcare Business

What makes healthcare different from other industries? This article explores the sector’s core challenges—uncertainty, complexity, and high-mix, low-volume production.
Kakao Ventures's avatar
Aug 08, 2024
Digital Healthcare
Will AI-Based Opportunistic Screening in Medical Imaging Deliver Real-World Impact?

Will AI-Based Opportunistic Screening in Medical Imaging Deliver Real-World Impact?

AI-driven opportunistic screening promises early disease detection from routine scans—but real-world impact depends on insurance, outcomes, and system integration.
Kakao Ventures's avatar
Jul 09, 2024
Digital Healthcare
Target Product Profiles: A Strategic Framework for Healthcare Startups

Target Product Profiles: A Strategic Framework for Healthcare Startups

Expertise and Strategic Thinking of Healthcare Startups
Kakao Ventures's avatar
Jun 11, 2024
Digital Healthcare

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