Chemical Distribution
Problems are found at month-end when they are already expensive: a buyer's payment slowing, a grade's landed cost spiking, a margin quietly eroding on a line, a stock-out forming on a fast grade, a lot drifting toward its shelf life unnoticed. Nobody can watch every number every day.
Who has it
Sharpest for solvent, polymer and resin traders, who watch cost and price drift on a volatile book; valuable to industrial distributors and import or re-packing houses for margin, credit and stock drift; and useful to any owner who wants a warning before a loss lands.
What we build
Early-warning signals on the firm's own numbers: a figure that moves outside its normal band gets flagged and pushed (a slipping account, a cost spike on a grade, a margin slide, a forming stock-out, a lot approaching its life), as a watch-this signal for a person, never an automatic action.
What is automated, where AI helps, who signs off
The reliable spine
The non-AI spine is the rule set over the firm's own numbers: each watched figure (a payment pace, a grade's landed cost, a line's margin, cover on a fast grade, a lot's remaining shelf life) has a normal band, and a move outside it is flagged and pushed as a watch-this signal, never an automatic action.
Where AI helps
AI only helps set sensible bands and group related signals so the owner sees one meaningful alert instead of noise. It triggers no action and changes no number; a person decides what to do.
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 business shifts from monthly post-mortem to same-week warning; a slipping account, a creeping cost, a forming stock-out or a lot nearing its life is caught while it is still cheap to fix.
Illustrative outcome
Losses caught earlier; fewer month-end surprises.
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.