Why do most dashboard projects get abandoned?
Because the metrics were never defined before they were charted. Marketing counts a lead at form submission, sales counts it after qualification, finance counts it at invoice, and the dashboard silently picks one. The first time those numbers appear side by side the meeting becomes an argument about the data rather than a decision, trust collapses, and everyone reverts to their own export. Alphenex writes the metric definitions first and gets them signed off, which is unglamorous and is the reason the dashboard survives.
- Every metric defined in writing and agreed before it is built
- Counting rules stated explicitly: what qualifies, when, and from which system
- Deliberate disagreements surfaced early, while they are cheap to resolve
- Definitions documented alongside the dashboard, not in someone’s memory