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Your data platform works. Is it ready for AI?

Consilium Consultants helps organisations to transform their legacy data warehouse for use with AI.
A tangle of unlabelled data boxes that an AI cannot read, next to the same data organised into labelled business concepts that an AI can read.

A platform AI can rely on
Many organisations have a data warehouse that delivers reports, but the business meaning behind the data is buried in code and in people’s heads. AI cannot use meaning it cannot see. I help organisations restructure their analytics platform so that meaning is explicit, and the platform becomes more reliable today and ready for AI tomorrow.

Make meaning explicit

A canonical core data model that defines what the business data means.

Better quality, faster delivery

Clear layer responsibilities and generated structures.

Ready for AI

A foundation AI can use with the context it needs.

The article series
Restructuring a legacy warehouse is a major undertaking, so I document the whole journey, including the architecture decisions, what worked, and what didn’t, and apply the same approach for clients. Start with the series The Journey to a Data Warehouse in the AI Era.

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