Supplier intelligence: what to connect first
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
Connect the source that already holds the most reliable version of the truth, usually the system where transactions land - the point of sale, the store, the accounting file. Starting there produces an output that can be checked against reality, which is what makes a first version trustworthy.
Resist connecting everything at once. Each extra source adds reconciliation work and another way for the whole thing to break quietly. One good source with a known refresh beats five partial ones, and the gaps you feel after a month will tell you which source to add next.
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.