Our solution · CPT mismatch
Procedure code mismatch
Flags where the authorized CPT won’t match the billed code, catching denial risk before the claim goes out.
Order/op note → Auth vs. billed
How it works
Catch the mismatch before the claim
01
Predict the auth CPT
Models predict the CPT to authorize from the order.
02
Catch CPT mismatches
Models flag high-confidence coding discrepancies.
03
Flag denial risk
CPT mismatches are flagged to a re-auth work queue.
Auth vs. billedIllustrative example
Op notePHACOEMULSIFICATION WITH INTRAOCULAR LENS, KDB Goniotomy
Authorized CPT66984
Predicted CPT65820 ; 66984
Confidence 96.8
Mismatch flagged: 65820 not covered by authorization
From Northwestern Medicine
“Decimal Code was the only solution that worked for CPT mismatch, we had no backup plan.”
Performance Manager, Northwestern Medicine
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See your own validation results
We will validate a locally-tuned model from your data. 80% of data is used for tuning, 20% set aside as a clean validation test set.