Revenue leakage in energy trading and microgrid settlement stems from manual validation of raw interval meter data, a process prone to gaps, anomalies, and calculation errors. This workflow automates ingestion from AMI head-ends or SCADA, applies multi-stage validation rules, and calculates final settlements for billing or market transactions. The operational upside is direct: it converts a labor-intensive, error-prone monthly close into a continuous, auditable process that protects margin and accelerates cash flow by ensuring accurate, timely settlements.




