Thoughts on Healthcare Markets & Technology

Thoughts on Healthcare Markets & Technology

Business plan for an AI-first, VC-backed tech-enabled services company that sells half-stars to Medicare Advantage plans: 2027 Star Ratings math, pharmacy wedge, pricing, margins and risks

Oct 10, 2026
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Thoughts on Healthcare Markets & Technology
Business plan for an AI-first, VC-backed tech-enabled services company that sells half-stars to Medicare Advantage plans: 2027 Star Ratings math, pharmacy wedge, pricing, margins and risks
The 2027 Medicare Advantage Star Ratings dropped Oct 8. The headline barely moved. Everything underneath it did. A thread on what that means for health plans and the companies that sell them stars…
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Table of Contents

The scoreboard CMS posted on Oct 8

What a half-star is worth

Why a services company and why AI now

The wedge is pharmacy

Products two and three: HEDIS, then the surveys

Pricing a product that pays off in 2030

Unit economics

Who buys and when

The raise, the team and the first 36 months

What kills it

Exit math

Abstract

2027 Star Ratings posted Oct 8, 2026. CMS rated 508 MA-PD contracts, 188 at 4+ stars (37%), down from 44% in 2026, and about 71% of MA-PD enrollees are in 4+ star contracts.

Proposed company is an AI-first Stars operator that takes over whole measures and gets paid mostly on movement. Pharmacy first, HEDIS second, CAHPS and HOS last.

The two physical- and mental-health improvement measures rise to triple weight for the 2027 Star Ratings. The Medication Therapy Management Comprehensive Medication Review measure returns for the 2029 Star Ratings, based on measurement year 2027. Results post in October 2028 and affect 2028 quality-bonus payments.

Financing is $7M seed now, approx $28M Series A in late 2027, approx $70M Series B after the first public scoreboard. Target approx $140M revenue by 2031 at 60%+ GM.

Kill list is the curve, CMS rewrites, the courts, PBM data access, the cash lag and one bad AI phone call.

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