Built on domain knowledge.
Practical writing on healthcare AI, Medicare distribution, and building products that work in the real world. Written by practitioners, for practitioners.
What Prior Auth Denials Are Actually Costing Your Provider Group
Most UM directors know denial rates. Very few know the true per-denial cost when you factor in rework, staff time, and lost revenue. Here is the math.
Why No FMO Software Gets the HEAP Model Right
HEAP commission structures are complex, layered, and deeply specific. Every generic commission platform eventually fails under them. Here is why — and what a correct implementation requires.
The 12 Signals That Predict Medicare Plan Change — and the 4 That Agents Waste Time On
Not all Medicare lead signals are created equal. After building beneficiaryCONNECT on real population data, here is which signals actually predict conversion — and which ones look good in a deck but don't move.
Domain knowledge becomes working product.
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