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Field notes · AI in revenue cycle

The $46,200 nobody billed,

and the report that 

found it in nine seconds

A 98% collection rate hid a two-month submission failure. Here is the full AR audit our AI runs on every ABA practice we manage: how it grades, how it prices denials, how it fact-checks its own team's notes, and how it forecasts next month before next month happens.

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Sparkzaba   | 12 min read  | All figures below are synthetic

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