The reliable spine
The non-AI spine is the source-linked workflow: clean records, rules, calculations, integrations, exception queues, approvals and reporting for Digitization: one clean stock, customer and rate record.
Distribution & Trading
Digitization: one clean stock, customer and rate record
Stock, customers, rates and orders are captured inconsistently and live in heads. A rate is quoted from memory, a customer is spelled three ways, a SKU has four names, a position sits in one person's phone, and when that person is on leave the order goes cold. Nothing is searchable, nothing reconciles, and the owner cannot see what is in flight.
Who has it
Core to general wholesalers and stockists, the most memory-dependent segment, where the rate and the position live in one person's phone; and to industrial and B2B distributors wherever the deep SKU catalogue has four names for the same item.
What we build
One clean stock, customer, product and price master plus structured capture, so demand and the book are captured once, cleanly, and are visible to the owner and the successor. For industrial and B2B distributors this includes taming the deep SKU catalogue (variants, ratings, sizes, brand-equivalents) into one searchable master. This is the groundwork the other front-office solutions sit on, usually the quiet first step rather than the headline.
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 Digitization: one clean stock, customer and rate record; 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
Stock, rates and the order book stop living in heads; demand and the book are captured once and stay searchable; the SKU catalogue stops contradicting itself; the order no longer goes cold when one person is on leave, and the owner can see what is in flight.
Illustrative outcome
Capture loss and "where is that order" friction largely removed; the item master stops contradicting itself. 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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What tends to pair with this one.
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