How Data Unlocks AI Success

Why Data Mastery Drives Consumer AI Success by Mal Minhas

July 2025

Many organisations face “data chaos”: siloed, duplicated, stale and ungoverned assets, plus batch-only pipelines that starve AI models of timely context. The remedy requires foundations, not another tool. With trustworthy, well-modelled and accessible data, AI moves from proofs of concept to durable, measurable business outcomes.

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