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Define AI MVP and phased rollout plan #72

@ScottMorris

Description

@ScottMorris

Goal

Turn research outputs into a staged implementation roadmap.

Scope

  • pick one initial user-facing AI feature for MVP
  • define post-MVP increments and exit criteria
  • sequence dependencies across model/runtime/UI work

Acceptance Criteria

  • phased plan with clear milestones and risk gates
  • explicit "not now" list to preserve focus
  • rollout plan includes docs, tests, and distribution implications

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    enhancementImprovements or feature refinementsreleaseRelease planning and publishing work

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