Evaluate data, infrastructure, and organizational maturity.
Define high-ROI AI opportunities aligned with business goals.
Clear strategy covering models, tools, and timelines.
Ethical, secure, and compliant AI adoption.
Understand business objectives and constraints.
Assess data quality, systems, and team readiness.
Define phased implementation plan.
Support execution and internal adoption.
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