What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
The reliable spine
The reliable spine is non-AI: metered consumption and fuel-ledger arithmetic, the DISCOM-bill and genset reconciliation, the cost-per-pallet-per-day and cost-per-trip calculations, and the high-draw outlier and penalty rules that surface a failing compressor, a poor load factor or an idling genset.
Where AI helps
AI does only the bounded reading on the operator's own records: pulling figures off scanned bills, fuel slips and meter exports and matching them to the right chamber, meter or trip. It never sets the cost number, decides what to service or approves an energy action.
Who signs off
A named person signs off any energy or fuel action, any cost figure used for billing or pricing, and any spend that follows from the analysis.