Rules pick the codes. The model only reads the note
The model turns a note into facts. Deterministic rules turn facts into CPT and ICD — and anything the model proposed on its own is labelled, never passed off as verified.
A claim you can defend line by line
Every code traces to a rule and a source, so an audit is a lookup rather than an argument — and the modifiers come from CMS tables, not from habit.
A code you cannot explain is a code you cannot defend
When an auditor asks why 27447 was billed, “the model suggested it” is not an answer. Every line here traces to a rule and a source.
Modifiers come from the data, not from habit
NCCI pairs, MUE limits and the PFS indicators decide what a line needs — 1.7 million code pairs checked, not a remembered convention.
Questions it will not guess at
Modifier 25 asserts a significant, separately identifiable service. The engine asks the doctor rather than inferring it from the note.
Try it on your own words
Paste a note and watch the claim get built. Leave it empty to run the sample case. Use made-up details — this is a public page, so do not paste real patient information.
What the engine returned
cached run · 57.7s — press Run this engine for your own text