· 1 min read
From Data-Driven to Value-Driven
Why "data-driven" stops being enough at enterprise scale, and what comes after — notes from the Data 2030 Summit and the FutureCIO keynote.
- enterprise-architecture
- data-architecture
- leadership
There is a quiet moment in every transformation where the dashboards stop helping. The board has the charts, the analysts have the queries, and the org chart has more "Head of Data" titles than it did twelve months ago — and yet decisions are not getting faster. That is the moment when "data-driven" quietly stops being the right destination.
The thesis I keep coming back to is this: data is not the asset, the decision the data unlocks is the asset. At Johor Corporation we measure the gap between insight and action the way other people measure latency. A dashboard that shrinks that gap by an hour is worth more than a dashboard that adds another KPI. A model that lets a regional manager say "yes" or "no" without escalating is worth more than a model with better F1.
What this looks like in practice is unglamorous. We strip ceremony out of the analytical layer. We push semantic definitions back toward the operating systems. We give the AI the same audit trail we give the auditors. And we stop measuring "data maturity" — we measure how often value gets created without a meeting.