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Infographic · Assem Hijazi

The Enterprise AI Implementation Lifecycle

AIEnterprise AI

An eight-stage lifecycle connecting strategy and readiness with deployment, adoption, monitoring and continuous improvement.

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The Enterprise AI Implementation Lifecycle
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About this infographic

This infographic organizes enterprise AI implementation into eight connected stages: strategy and readiness; assessment and opportunity identification; design and planning; development and integration; pilot and validation; scaling and deployment; adoption and change management; and monitoring and continuous improvement. People, processes and technology remain connected throughout the cycle. Executive sponsorship, trusted knowledge, skilled teams, governance and measurable value provide supporting foundations. The lifecycle is presented as a flexible, iterative implementation approach rather than a one-time technology rollout.

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