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 the structured daily capture and the registers it feeds: work done, labour, material, stoppages and photos recorded once on a mobile-first app, then driving the schedule variance, the buyer update, the escrow pack, the RERA report and the plant register by rule.
Where AI helps
AI is held to reading the firm's own site photos and notes and turning the WhatsApp-style report into a structured entry, and flagging fuel or idle-plant outliers against the register, for a person to confirm; it never certifies progress or signs a buyer update.
Who signs off
A named person signs off anything touching money, stock, a customer promise, a regulated filing, a payment, a price, a credit decision or a people decision.