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    The Bill That Outlived the Provider Directory Error
    Healthcare IT Nov 7, 2026 13 min read

    The Bill That Outlived the Provider Directory Error

    A corrected listing can change the answer to a member's billing complaint. Under CMS's proposed directory rule, Medicare Advantage plans may need to show what their directory displayed on the booking date, or apply the protection in the member's favor.

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    The Provider Directory Is Becoming a Public Quality Measure
    Healthcare IT Nov 6, 2026

    The Provider Directory Is Becoming a Public Quality Measure

    Medicare Advantage directory accuracy is moving toward public grades under CMS-4214-P. Why an NPI proves identity, not availability — and how a governed provider identity graph, bitemporal history, and evidence controls make directories defensible.

    15 min readRead
    The Prior Authorization Exception Tax Under CMS-0057-F
    Healthcare IT Oct 26, 2026

    The Prior Authorization Exception Tax Under CMS-0057-F

    Your prior authorization API can be live while your employees are still doing the integration. Learn how to quantify avoidable manual rework, trace broken handoffs, and build a defensible case for improvement.

    14 min readRead
    Vibe Coding Can Build the Demo. Who Will Build the System?
    Application Development Oct 14, 2026

    Vibe Coding Can Build the Demo. Who Will Build the System?

    Vibe coding turns ideas into convincing demos fast. Turning that prototype into a secure, governed, supportable production application takes architecture, data strategy, and operating discipline.

    12 min readRead
    AI Without Governance Is Just Risk at Machine Speed
    AI & Governance Sep 27, 2026

    AI Without Governance Is Just Risk at Machine Speed

    AI governance is not post-deployment oversight. Build data authority, identity, security, evidence and bounded agent controls into the architecture before production AI scales risk.

    21 min readRead
    The Great Healthcare Unification
    Healthcare IT May 8, 2026

    The Great Healthcare Unification

    Healthcare has never lacked data — it has lacked togetherness. A candid look at why unification is hard, what it makes possible, and how to pursue it without amplifying risk in the age of agentic AI.

    10 min readRead