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Start with a business problem, examine the work around it, and use AI only where it can improve a clear outcome under responsible human oversight.
Read insightRepetitive work consumes more than time. It fragments attention, delays handoffs and makes dependable performance harder to sustain.
Read insightAI can extend capacity and improve access to information. People provide the context, judgment and accountability that turn capability into responsible action.
Read insightAdopting an AI tool creates access to capability. Integration begins when that capability has a defined role in real work, with clear ownership, safeguards and measures of value.
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