In a complex FMCG operating model, regional and brand teams often inherit parallel data paths: warehouses, extracts and BI packs that answer similar questions with different numbers. For a leading global consumer organisation, that fragmentation slowed decisions and eroded trust in the figures used to steer category and go-to-market choices.
The challenge
The organisation needed a foundation that could absorb diverse sources, hold shared definitions, and support both executive reporting and deeper analytical interrogation — without pausing markets for a multi-year platform programme. Enhancement of the estate was non-negotiable; wholesale replacement was not on the table.
How Datatronika approached it
DataLink connected operational and analytical systems into a coherent substrate. Forge generated and proved the pipelines, transformations and connectors required for the client’s edge cases — industry context baked in, quality gates enforced before production. Poiesis sat on that foundation to surface patterns and hypotheses brand and category teams could challenge. Where recommendations needed to land in operating rhythm, Praxis Actions closed the loop into monitored next steps rather than leaving insight stranded in a slide pack.
Outcome
Stakeholders moved from debating whose spreadsheet was authoritative to working from a shared, current view. Reporting latency fell; contested metrics were retired or reconciled; analytical capacity shifted from assembly work to decision support. The same foundation became the reference point for subsequent AI and automation initiatives — because the data path was finally something the organisation could defend.