Automated Entitlement vs. Billing Reconciliation

Find revenue your business has earned—but failed to collect.

AI Revenue Assurance systematically pinpoints revenue leakage by comparing unstructured contracts (PDF/DOCX) against actual billing records (CSV/XLSX) with deterministic calculations and audit-grade explainability.

Multi-Format Ingestion

Directly upload PDF and DOCX contracts alongside CSV and XLSX billing reports. Native multipart validation and asynchronous extraction queue.

Deterministic Rules Engine

LLMs understand contracts; deterministic algorithms calculate financial discrepancies. Zero hallucinations in leakage math (RA-001, RA-002, RA-003).

Recovery Playbooks & Audit

Role-based access control (Admin, Finance Manager, Analyst, Viewer) with step-by-step resolution tracking and audit trail logging.