Phase 2 translates the evidence gathered in Phase 1 into a designed future state. Five workstreams run largely in parallel to produce your organization's future operating model, future-state organizational chart, workforce classifications, job architecture, and a financial business case for the transformation.
The most consequential output of this phase is the Workforce Classification Matrix, a defensible, evidence-based assignment of every role in the organization to one of three categories: Key Position, AI Augmented, or Eliminated. Every classification is grounded in Phase 1 data, not in subjective judgment.
No transition planning begins until Phase 2 is formally approved at Stage Gate 2.
Timeline: 3–5 Weeks
WHAT WILL BE ACCOMPLISHED
WHY THESE STEPS ARE TAKEN
Structure must follow strategy, not legacy habit. The most common failure in AI transformation is preserving the existing hierarchy and bolting AI onto it. Phase 2 forces a genuine redesign: if this organization were built today, knowing what AI can do, what would it look like?
The Workforce Classification Matrix exists because vague transformation plans generate legal exposure and workforce confusion. Every classification decision must be documentable and defensible. The ROI model exists because no board, CFO, or senior leader will sustain investment in a transformation they cannot financially justify, and because an organization that cannot articulate the financial rationale will lose momentum the moment the change becomes difficult.
CLIENT DELIVERABLES
WHO IS INVOLVED
CLIENT TIME COMMITMENT
Phase 2 requires meaningful executive engagement to validate design decisions. Client leaders should plan for approximately 10–14 hours of direct involvement over the 3–5 week period:
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