Agri-Processing & Commodities
The business is profitable on paper but leaks rupees through hundreds of small mismatches nobody has time to catch: moisture and short weight paid for as dry grain, out-turn lost against standard, by-product walking out under-counted, power and fuel drifting above norm, and stock bought or held at yesterday's cost into a moving market. The leak is real money, in the firm's own data, and recoverable with a line-level trail.
Who has it
Every segment. This is the recovery view that sits over the back-office builds (yield, the gate, procurement, by-product and energy) and over the daily rate-and-position carried by commodity traders and weighbridge / mandi operators and by edible-oil and solvent-extraction units.
What we build
A sweep across the firm's own records that surfaces each leak with a line-level trail: gate overpayment against deduction rules, out-turn against standard, by-product realised against expected, power-and-fuel per tonne against norm, purchase rate against the day's card, and a daily rate-and-position view that alerts when the gap moves against the firm. We do not trade or forecast the market; we make the position and the leak visible. This is the firm's read-only entry product, the find-the-money-in-your-own-data sweep. The position alert proposes; a person signs every price and position call.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for the leak and cost-visibility sweep across purchase, yield, by-product, energy and position.
Where AI helps
AI is limited to bounded reading, extraction, matching, clustering or drafting from the firm's own data for the leak and cost-visibility sweep across purchase, yield, by-product, energy and position; 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
The high-value leaks surface while they can still be acted on; the owner sees true conversion cost, landed cost and position; recovery becomes a recurring sweep, not a one-off audit.
Illustrative outcome
A quantified, line-level recovery report and a recurring sweep that keeps catching leaks each cycle. Illustrative; final numbers come from your own data.
Illustrative; final numbers come from your own data.
Path to the build
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.
Related builds
A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.