The Department of Health and Human Services is scaling AI tools to detect fraudulent billing and provider misconduct. These systems analyze massive datasets to flag anomalies faster than human auditors. This shift increases the speed of federal enforcement. Practitioners should expect more aggressive auditing and stricter compliance checks as these automated oversight tools go live.