Supplier intelligence: how to start small
Supplier intelligence pulls invoices, order histories, price lists and quoted terms into one comparable view, so the organisation can see what it actually pays rather than what it was once quoted. Most of the source material already exists in email and accounting exports; the work is normalising units, pack sizes and dates.
( The Detail )
What the pattern does
The decision it improves is negotiation and substitution: which lines have crept up, which suppliers have drifted from agreed terms, and where a second source would be worth arranging. Without it, price changes are noticed only when a margin becomes uncomfortable, which is usually months late.
Looked at from this angle
The small version is one question, one source, one reader, produced on a fixed rhythm. It should be possible to abandon it after a month without much waste, which is precisely what makes it safe to try. Scope that survives contact with a busy week is the only scope worth planning around.
Keep the first version manual wherever automation would slow you down. A person exporting a file and running one step is a legitimate prototype, and it teaches you what an automated version would have to handle. Automate once the shape has stopped changing, and not before then.
How to approach it
Begin with the decision rather than the tool. Name the recurring judgement this affects, the information it depends on, and the person accountable for acting on the result. That framing keeps the first build small enough to inspect and useful enough to matter.
Keep a human review point in the loop until the quality and the failure modes are understood. A system that shows its working - what it drew on, where it is uncertain, and what it deliberately left alone - is one a business can keep running after the initial build.
( Next Step )
Start small enough to review, but on a workflow important enough to show whether a better system is worth building.