Chemical Distribution

Forecasting and planning sanity layer

Buying and stocking run on one person's memory and a stale spreadsheet, so the house over-imports a grade on one good quarter, runs short on a fast line, and cannot see the cash trapped in either until it hurts; in a volatile chemical market a bad buying call is real money.

Who has it

Solvent, polymer and resin traders buying against a volatile market, industrial distributors managing grade-level demand and cover, and lab or reagent suppliers reordering against slow movement. Offered as a sanity layer, never an oracle.

What we build

A read-only layer over the order book, sales history and stock that shows demand patterns, forecast-vs-actual gaps, slow-moving lots, stock-out risk on fast grades, and the working capital tied in each, so the buyer decides with the picture in front of him.

What is automated, where AI helps, who signs off

Automation for the routine. A person on every decision that matters.

The reliable spine

The non-AI spine is the read-only planning view: demand patterns, forecast-versus-actual gaps, slow-moving lots, stock-out risk on fast grades and the working capital tied in each, computed from the order book, sales history and stock, so the buyer sees the picture before he buys.

Where AI helps

AI may surface a pattern in past demand for the buyer to weigh; it is a sanity layer, never an oracle. It places no order and decides no quantity; the buying call stays human.

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

Buying and stocking start from a shared, current picture instead of an argument; slow grades and stock-out risk surface early; working capital tied in inventory comes down; the buying decision stays human.

Illustrative outcome

Lower working capital tied in stock; fewer stock-outs on fast grades.

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.

Find the one build worth funding first.

A free 60-minute call. No cost, no obligation, just a clear read on what is worth building.