Coding Accuracy Audit Agent

Coding teams must audit a sample of their own work each month and turn the findings into training. Doing it by hand is slow. This agent pulls a random sample of coded charts per coder, rereads the documentation, and checks diagnosis and procedure codes, modifiers and sequencing against the record and coding rules. It records agreements and differences with the reason for each. Every difference goes to a human auditor, who confirms or overturns it. It then calculates accuracy per coder, finds repeated error types, and drafts short education notes. Next month it checks whether those errors dropped. If they did not, it widens the sample for that error type and flags the coder for one-to-one training. You approve confirmed errors and any rebilling. Edge case: a chart corrected after billing is audited in its final version.