RCM agent build: 59/60 accurate, $250/month, 6 weeks on safety not tokens

alex_verem · x · 2026-10-13

An investor shares a portfolio company's RCM (revenue cycle management) agent build:

In April the question was "can an agent do this safely?" Now it's "cost per task, and who signs off when it's wrong?"
Plugging in the model was the fastest part; building safety, security and testing took the full six weeks
It answered 59 of 60 real questions correctly against a pre-written scorecard
$250/month to run, giving analysts back 15 hours a week

The expensive part was never the tokens — it's proving the answer is right every time the model, data or vendor changes.

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