PerspectivesA journal by Coherent

    Serious thinking on
    healthcare AI.

    Where the Coherent leadership team writes about patient safety, the infrastructure beneath AI, and the operational change healthcare actually needs. Not the hype.

    More essays

    Operating modelsOrg design

    Stop Judging the FishA clinic’s front desk is not failing to be proactive. Proactive was never the job.

    The real mistake is asking an execution role to double as a strategy function — and then treating the person as the problem when it can’t.

    JAJared AronJared Aron17 July 2026 9 min read
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    Patient safetyAI governance

    Move Fast and Break PatientsThe tech industry's favourite motto is about to meet people who have names and charts.

    A case for moving fast where it is safe, carefully where it is not — and knowing the difference before AI breaks someone in a way that makes a great headline, and a much worse hearing.

    JAJared AronJared Aron24 June 2026 11 min read
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    Patient safetyStandards

    Healthcare AI Needs a Patient Safety TestBefore It Touches Patients

    Confidence is not safety. Speed is not care. A fluent answer is not the right answer. Before an AI tool touches a patient, the provider should be able to pass a plain-English patient safety test.

    JAJared AronJared Aron18 June 2026 9 min read
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    AI strategyOperating models

    Healthcare Is Having Its Autopilot Moment

    AI in healthcare is promising self-driving. Reality is closer to a fast car with a very confident dashboard. The danger lives in the middle — when the system works often enough that humans relax, but fails unpredictably enough that they are still responsible.

    JAJared AronJared Aron4 June 2026 9 min read
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    ProcurementHuman-in-the-loop

    The Verification TaxWhy AI That Cannot Be Checked Does Not Save Time in Healthcare

    If an AI output cannot be checked, it cannot be trusted. And if checking it takes longer than doing the work, nothing has been saved — the time did not disappear, it just moved.

    BRBharat ReddyBharat Reddy21 May 2026 9 min read
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    Security & resilienceInfrastructure

    The Most Dangerous Part of Healthcare AI Is Not the AI

    An AI product inherits the weaknesses of the infrastructure beneath it. In healthcare, the seam where modern AI meets legacy systems is where risk quietly accumulates — and where trust is won or lost.

    BRBharat ReddyBharat Reddy7 May 2026 9 min read
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