Our Human-First AI Adoption Roadmap defines the distinct levels of individual AI empowerment maturity from operational risk to systemic advantage.

To make the ROI of this framework tangible, this document analyses a single, familiar task: the creation of a press release. It provides a clear, level-by-level walkthrough of how risks, costs and productivity gains evolve at each stage:

Level 0: No AI (Benchmark)

Level -1: Rogue Assistant (Risk)

Level 1: Thinking Partner (2x Productivity)

Level 2: Aligned Collaborator (8x Productivity)

Level 3: Workflow Facilitator (20x Productivity)

Level 4: Enterprise Catalyst (Organisational Standardisation)


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