Ol Mates system pattern
The Ol’ Mates work is a system pattern for bringing scattered operational information into a decision-ready view. The practical problem was not a lack of data; it was the effort required to stitch together supplier, pricing, and costing information when an owner needed to understand what was happening.
( The Detail )
The transferable lesson
The value comes from connecting the relevant evidence and leaving the decision with the owner. The same pattern can apply wherever a business needs to see what changed, what is exposed, and what deserves investigation - without claiming that a system should replace operating judgement.
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.