Billing Reconciliation Automation at a US Home Care Provider — 100% Accuracy, 24/7 Processing

MindMap deployed a billing-reconciliation automation platform composed of Workflow Automator (Wa) for the patient-management-software integration, Anomaly Detector (Ad) for the per-visit validation-anomaly detection, Workflow Planner (Wp) for the amended-bill workflow, and Compliance Engine (Ce) for the contracted-rate-matrix and care-plan validation.

Phase one was the patient-management-software integration work. Workflow Automator's bots log into ClearCare to retrieve the per-visit billing data, the caregiver's logged hours, the patient's care-plan and the contracted-rate matrix. The bot runs on a continuous 24/7 cadence with per-visit transaction-level processing.

Phase two was the validation workflow. The bot validates the billable-hours against the caregiver's logged-hours (with the appropriate tolerance-handling for the standard variations), the service-type against the patient's care-plan (with the appropriate care-plan-version-handling), and the rate-charged against the contracted-rate matrix (with the appropriate payer-and-service-specific rate-lookup).

Phase three was the anomaly-detection-and-amended-bill workflow. Anomaly Detector identifies the per-visit validation-anomalies with the appropriate-classification (billable-hours-anomaly, service-type-anomaly, rate-anomaly). The bot amends the bill if necessary with the appropriate correction-rationale captured for the audit-trail; the amended bill flows to the finance team's review queue with the supporting context preserved.

Phase four was the final-reporting layer. The bot generates the final billing-report with the per-visit reconciliation outcomes, the per-anomaly classification and the per-amendment rationale. The report is sent to the Finance team with the appropriate executive-dashboard updates.

The platform runs on the home-care provider's managed cloud environment with appropriate HIPAA-eligible infrastructure. The ClearCare integration uses the patient-management-software's standard inbound APIs where available with screen-level RPA-automation handling the workflow-elements that did not expose suitable APIs.

Workflow Automator's bots run on a continuous 24/7 cadence with the per-visit transaction-level processing. The bots handle the per-visit billing-data retrieval, the per-caregiver logged-hours retrieval, the per-patient care-plan retrieval and the per-contract contracted-rate-matrix retrieval.

Anomaly Detector's per-visit validation uses a combination of rule-based detection (the standard tolerance-and-threshold rules) and statistical-anomaly detection (the per-caregiver-and-per-patient pattern detection). The detection produces the per-visit classification with the appropriate-classification-rationale captured.

Workflow Planner's amended-bill workflow orchestrates the per-amendment lifecycle from the anomaly-detection through the bill-amendment, the finance-team review, the finalisation and the patient-and-payer notification. The workflow maintains the per-amendment audit-trail with the full context preserved.

Compliance Engine's contracted-rate-matrix and care-plan validation handles the structured-rate lookup and the care-plan-version-handling. The engine handles the per-payer rate-variations, the per-service-type rate-differentials and the per-time-period rate-changes that the home-care contracting reality requires.

The audit trail captures every visit-billing-lifecycle event with the full context preserved for the financial-and-regulatory-audit requirements.