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ChatGPT can boost individual productivity, but without data, integration and operational change, it does not constitute true AI adoption.
17th November 2025
AI is automating work faster than new roles can be created, raising the real risk that this time there may be nowhere left to retrain.
24th September 2025
AI will not clean your data - it will just scale the mistakes
27th August 2025
True business impact from AI only comes when it stops being a side project and becomes part of everyday workflows, data, and decisions.
1st February 2025
AI isn’t magic. It’s a machine. It runs on data - not guesses, not assumptions. Actual data.
1st January 2025
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