Medical Practice Payroll Reconciliation Agent
Reconciles physician and clinical staff payroll against complex compensation models, including productivity-based pay, to catch errors before payday.
Medical practice finance teams calculate physician and clinical staff pay using compensation models that often combine base salary, productivity-based relative value unit bonuses, quality incentive payments, and call pay differentials, and manually reconciling timekeeping data, production reports, and compensation formulas across every provider each pay period is slow, complex, and prone to costly calculation errors
A single miscalculated productivity bonus or missed call pay differential erodes provider trust and, when caught after payday, requires an awkward correction process
This agent automatically pulls timekeeping, production, and quality metric data for every provider and staff member, applies each individual's specific compensation formula, and flags any calculation that deviates significantly from historical patterns for review before payroll is finalized
It gives finance leaders confidence that provider pay is accurate and defensible before checks go out, not after
The agent ingests timekeeping data, production reports (relative value units or collections, depending on the compensation model), quality metric achievement data, and call schedule records for each provider and staff member, then applies each individual's specific compensation formula — base salary plus productivity bonus, quality incentive thresholds, call pay differentials — to calculate expected gross pay. It compares the calculated result against the prior period and flags any variance beyond a configured threshold for finance team review, along with the specific factor driving the change (a spike in RVU production, a missed quality threshold, additional call shifts). Once reviewed and approved, the reconciled compensation data is transmitted to the payroll system for processing.
Aggregate Compensation Inputs
- Pull timekeeping, production, and quality metric data for each provider
- Match call schedule and differential pay records
- Verify data completeness before calculation
Apply Compensation Formulas
- Apply each provider's specific base, productivity, and incentive formula
- Calculate call pay differentials and quality bonus achievement
- Compute total expected gross pay per provider
Flag Variances for Review
- Compare calculated pay against the prior period
- Flag variances beyond the configured threshold
- Identify the specific driver behind each flagged variance
Finalize and Transmit Payroll
- Route flagged variances to finance for approval or correction
- Finalize reconciled compensation data
- Transmit approved figures to the payroll system for processing