What you get every issue: Three curated healthcare AI stories with my take. Companies doing the work. Skills and techniques worth knowing. And opportunities worth pursuing. No hype. No vendor pitches. Just signal.

Three things worth your time this week:

1. QUALIFIED HEALTH RAISES $125M — AND ANTHROPIC IS IN THE ROUND

A public benefit corp just raised one of the largest healthcare AI-specific Series B rounds on record. NEA led, but the real headline is Anthropic co-investing alongside Menlo Ventures' Anthology fund. Qualified Health now supports 500,000+ users across health systems representing roughly 7% of US hospital revenue.

The headline: Another big AI round. Health systems are buying platforms.

The reality: This is a governance company, not a feature company. Health systems are done with isolated pilots. They want one platform to deploy, monitor, and govern every AI agent across the enterprise. The fact that an AI safety company is investing in the AI governance layer tells you where this is heading.

My take: The ambient AI wars are over. The governance wars just started. If you are building a health AI point solution, you need to understand how you fit into platforms like this — or you are a feature waiting to be acquired.

Read it: https://www.fiercehealthcare.com/ai-and-machine-learning/qualified-health-locks-125m-fresh-funding-scale-ai-health-systems

2. NATURE MEDICINE VALIDATES CONSUMER WEARABLES FOR HEART FAILURE MONITORING

The TRUE-HF study published in Nature Medicine showed a deep learning model trained on Apple Watch data can predict peak oxygen uptake with a Pearson correlation of 0.85 and identify unplanned heart failure events with a 3.62x hazard ratio per 10% drop.

Why it matters: This is the strongest clinical evidence yet that consumer wearables can do real clinical work in heart failure management. Validated in the All of Us Research Program cohort.

The pattern: Consumer wearables have been flirting with clinical credibility for years. This study crosses the threshold. Combine it with FDA reclassifying non-invasive BP devices as wellness products and CMS enabling virtual supervision for RPM billing — and you have the full stack: evidence, regulatory clearance, and reimbursement.

My take: RPM is no longer waiting for permission. The evidence is here, the reimbursement path is open, and the devices are in patients' pockets. The bottleneck is now operations and workflow integration. Most failures are predictable.

Full story: https://www.nature.com/articles/s41591-026-04247-3

3. HIMSS 2026: AI AGENTS EVERYWHERE, VALIDATION NOWHERE

Epic, Google, Microsoft, Oracle, and Amazon all launched clinical AI agents at HIMSS. Experts immediately raised concerns that products are not sufficiently tested with real patients before deployment.

Why this matters for builders: We have more AI agents than we have frameworks to evaluate them. The technology is shipping at startup speed. The validation infrastructure moves at health system speed. Patients absorb the risk in that gap.

Source: https://www.statnews.com/2026/03/11/ai-agents-himss-google-microsoft-epic-oracle/

COMPANIES DOING THE WORK

Qualified Health — Enterprise AI governance platform for health systems. 500K+ users. The infrastructure layer everyone needs.

b.well Connected Health — Quietly powering health data connectivity for Google, OpenAI, Samsung, and Perplexity. The FHIR-grade plumbing nobody sees.

Translucent — AI financial intelligence for hospitals. Pulling from 7+ systems so CFOs don't have to chase spreadsheets at 9 PM.

AI TOOLS WORTH KNOWING

LunaBill — AI voice callers for healthcare billing teams. 10x claims follow-up per biller. Mayo and UC health systems. Revenue Cycle / Production.

Ambience Healthcare — 200+ specialty ambient AI with real-time ICD-10/CPT coding inside Epic Toolbox. Clinical Documentation / Production.

ElevenLabs Voice Agents — HIPAA-compliant voice AI integrated with Epic, Cerner, Athenahealth in 32 languages. Voice AI / Production. I've been following this one for quite some time.

WORK & PARTNERSHIP OPPORTUNITIES

VP/Head of Product, AI Platform — Qualified Health — $125M Series B = hiring wave. Clinical background preferred.

Director, AI Agent Validation — Major Health Systems — New role creation driven by HIMSS agent proliferation. Clinical background strongly preferred.

Chief Growth Officer — Doctronic — $40M Series B, scaling B2B with health systems and payers. Go-to-market opportunity.

WHAT I'M WORKING ON:

Digging into CMS's 2026 RPM reimbursement changes and what they mean for cardiac monitoring programs.

— Victor

Reply to this email if you want to discuss any of these. I read every message.

Yuuki Edge · Healthcare AI Intelligence · yuukiedge.com