Blog
Notes from our team on building healthcare that actually follows through.
- From the team
Insurance has become unsure.
Premiums now exceed the poverty line before a claim is filed. In-network denials are rising. The catastrophic backstop insurance was built for is failing—and people are rationally walking away.
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What if an MD could see 3–5× patients — with higher quality and decreased burnout?
Pre-launch structural targets: how async care and AI distillation could let one MD reach 3–5× more patients—with higher-quality judgment and less burnout.
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The Real Bottleneck in Healthcare Is Clinical Reasoning
Clinical reasoning is the bottleneck in scaling healthcare—not visits or notes. Decision bundles structure judgment into explicit, improvable units of care.
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Insurance is the wrong way to pay for chronic care.
Insurance is designed for rare, catastrophic risk—not routine chronic care. Predictable care should be subscription-based; insurance should cover the tail.
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Build products for patients, not payers
Part 1 of 3: whoever closes the feedback loop shapes the product—and in digital health, procurement has been closing it on the wrong metrics.
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Disease Is More Than a Diagnosis. It Is a Trajectory.
Why healthcare must manage problems over time, not encounters in isolation
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The Future of Care Is Asynchronous
Why longitudinal care improves when medicine is no longer constrained by the clock
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Healthcare Still Thinks in Visits. The Future Thinks in Patient States
The visit isn't the atomic unit of care—the patient state is. Continuous modeling, longitudinal context, and AI that reasons over trajectories—not just encounters.
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The Art of the State
How medicine lost track of what's actually happening to patients.
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Why 99% of Healthcare Platforms Are Solving the Wrong Problem
Most AI healthcare platforms optimize the visit—not the model of care. Why documentation automation misses the real bottleneck: understanding the patient.
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Why I am building Actually Health (Noah's story)
From Actually Health co-founder Noah Ullman, the personal story behind why we're building this, and a promise to the patients we're here for.
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