Insights Activation — Manufacturing

A manufacturer with a mature data estate, several analytics teams, and a persistent gap between what the data was telling them and what the plants were doing with it. The reports were produced; the behaviour did not change.

The insights lived in dashboards consumed by analysts, not on the plant floor where the decisions were taken. Plant managers trusted their own experience over a dashboard they could not easily interrogate.

We shifted the delivery model. Insights were reshaped into short, actionable, context-specific prompts delivered where the decision happened — the shift briefing, the morning stand-up, the tooling-change checklist. The analysts stopped producing reports and started co-authoring decision aids with the operators.

Plant-floor behaviour started to track the data. The analytics team's relationship with the plants shifted from "supplier of reports" to "partner in decisions" — which also changed how the plants trusted the next generation of models the team wanted to pilot.