A practical starting point for enterprise AI

Focus on a useful business problem, then establish the foundations for responsible adoption.

ONEWORLD PERSPECTIVE

Choose a specific business need

Prioritize use cases where the task, users and expected benefit are clear. Document processing, knowledge assistance and workflow support are useful areas to evaluate.

Understand the data

Assess data access, quality, confidentiality and ownership before integrating AI. Decide what information can be used and what must remain restricted.

Keep people accountable

Define human review, escalation and decision rights. AI outputs should be evaluated in the context of the task and its impact.

Pilot with clear measures

Start with a bounded scope, evaluate output quality and user experience, and refine controls before extending adoption.

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