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Applied AI·June 6, 2026·1 min read

‘Chasing every model release is a fool's errand and a fast track to AI fatigue inside your organisation’: GoodData.AI CTO says businesses should focus on automation use cases over every single new release

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Model-chasing is a governance failure — if your roadmap moves every time a lab ships, you don’t have a strategy, you have a reaction function. Anchor on 2–3 automation use cases with clear owners and KPIs, then swap models underneath as a replaceable component, not a quarterly re-org.