Issue #5 • 2026 — The Business Case for Data Architecture in the Age of AI


The Business Case for Data Architecture in the Age of AI Most organisations never designed for data. Those that did, designed it to serve analytics - not AI. Either way, the architectural foundations AI requires do not yet exist. 01 — THE SIGNAL In most organisations, data was never designed. It accumulated - as a by-product of transactions, systems built to run operations, and local reporting needs. Definitions diverged quietly. Ownership was assumed rather than assigned. Governance, where...

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