Blog - Dr. M. Ayoub Ashraf — Healthcare Strategy & Value-Based Care Insights

Your Medicare Claim Is Now Reviewed by an AI Vendor Paid on What It Saves

For decades, prior authorization was the thing that made Medicare Advantage feel restrictive and Original Medicare feel free. As of January 2026, that line has blurred. CMS launched a model that brings prior authorization — assisted by artificial intelligence — into Traditional Medicare for the first time at scale. It is called WISeR, it is […]

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$7.5 Billion in Diagnoses Nobody Ever Treated

Blog | Dr Ayoub Ashraf

CMS has spent the last two years narrowing how Medicare Advantage diagnoses can be counted — audio-only encounters, then unlinked chart reviews. If you want to know what’s next in the crosshairs, the government has already told you plainly: in-home health risk assessments. If your risk scores lean on diagnoses that appear only on an

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Can you Control Total Cost of Care With Doctors You Don’t Employ?

Blog | Dr Ayoub Ashraf

Here is a structural fact that undermines a lot of value-based strategy: in most ACOs and IPAs, the majority of total cost of care is driven by specialists the organization does not employ and cannot direct. You are accountable for spending you do not control. Pretending otherwise is why a lot of primary-care-centric VBC strategies

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The Comorbidity That Quietly Doubles Your Medical Spend

Blog | Dr Ayoub Ashraf

When organizations build their complex-care and rising-risk lists, they sort by chronic medical conditions: diabetes, heart failure, COPD. They tend to treat behavioral health as a separate category — a different department, a different budget, someone else’s problem. That separation is one of the most expensive mistakes in population health, and the data on it

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TEAM Is Live, Mandatory, and Built to Move Money

Blog | Dr Ayoub Ashraf

For years, hospitals could choose whether to take on bundled-payment risk. As of January 1, 2026, that choice is gone for a large group of them. The Transforming Episode Accountability Model — TEAM — is mandatory, it is running now, and one early analysis suggests most participating hospitals could lose money on it unless they

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The Benchmark Trap LEAD Is Trying to Escape

Blog | Dr Ayoub Ashraf

Every accountable care model eventually runs into the same wall, and it is not clinical — it is arithmetic. The benchmark. How CMS sets the spending target an ACO is measured against has quietly determined the fate of more value-based programs than any care model ever did. LEAD’s most important bet is an attempt to

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