Governance & Ownership

Clear roles and responsibilities

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Data & Infrastructure

Quality, accessibility, readiness

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Developing the Solution

Build, customize, configure

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Pilot Testing

Test, gather feedback, iterate

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Cultural Change

Training and communication

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Scaling the Solution

Broader rollout and integration

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Observability

Performance, monitoring and improvement

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