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Big things are coming from Synapse HealthTech! We’re thrilled to announce the upcoming launch of the Synapse HealthTech Marketplace — a first-of-its-kind, AI-powered ecosystem designed to transform how healthcare data drives innovation.
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Nobody's clinical AI pilot died because the model wasn't accurate enough.
I've sat in 40 of these across 3 markets.
They die on three questions.
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Most teams have one or two links.
Almost nobody has five.
The binding constraint on clinical AI isn't intelligence. It's evidence.
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"We'll self-host, so none of this applies."
Self-hosting answers: where does the data live.
Regulators are asking: who did what, to which record, under what authority, and can you show me.
Different question. Hosting doesn't answer it.
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Best question from today’s teardown, from a CISO:
“If de-identification happens at your layer, what stops your layer becoming the breach?”
Honest answer: Nothing structurally.
A control plane concentrates risk by design.
Concentrated + hardened beats distributed + unknown.
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Four ways clinical AI actually gets deployed.
Where PHI goes in each. Where each fails a hospital security review.
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The pattern I keep hitting:
Nobody has a model problem.
Everybody has a permission problem solved four separate times, in four separate features, and the fifth review starts from zero.
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"We tested it thoroughly" is not evidence.
It's a character reference.
An auditor wants six fields per inference: model version, what was masked, which policy allowed it, who initiated it, what came back, immutable timestamp.
Most teams can produce three.
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423 to 57.
That's how the European Parliament voted in June to delay the AI Act's high-risk obligations.
Every health-tech team read it as 16 free months.
They misread it.
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And when the new rule lands:
Effective 60 days after publication.
Most provisions due 180 days after that.
240 days, total.
You are not building a PHI-safe AI architecture in 240 days if you start when the clock starts.
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Two deferrals. Two biggest healthcare AI markets.
Governance programmes standing down in both.
Deferred / Deleted.
Full three-market picture (incl. UAE, where nothing was deferred): [ogletree.com/insights-resour…]
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