The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for the credit book, follow-up and recovery.
Agri-Processing & Commodities
Credit book, follow-up and recovery
The trade runs on long credit lines; quotes go unchased, outstanding stretches unseen, and lapsed buyers go un-worked, so money already earned leaks because follow-up relies on memory.
Who has it
Commodity traders and weighbridge / mandi operators most, since commodity trade runs on credit; and the sell side of rice, flour and dal mills, edible-oil and solvent-extraction units, and spice, pulse and commodity processors carrying dealer outstanding.
What we build
Timed, rules-based reminders over WhatsApp and email on the firm's own outstanding and order history, a tracked enquiry-and-quote pipeline with owners and next-action dates, and an ageing view per customer. The reminder cadence runs on its own; holding a dispatch, extending credit or writing off goes to a named person.
What is automated, where AI helps, who signs off
Automation for the routine. A person on every decision that matters.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for the credit book, follow-up and recovery; it never owns the number, the approval, the promise or the decision.
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.
What changes day to day
Outstanding is visible before it stretches; quotes get chased instead of dying; credit decisions reach a named person with the customer's overdue balance attached.
Illustrative outcome
Recovered receivables days and a higher share of quotes converted. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
How this one gets built.
Book a free 60-minute call, then a free Blueprint on the firm's own records. Deep-dive and build, followed by run and govern so the workflow keeps paying back.
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