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StrategyIndependent analysis2026

Responsible AI — brand governance

Make wellbeing a design decision.

A visual model and strategic analysis asking how wellbeing could shape product decisions, incentives and the credibility of an AI brand.

The brief

Explore how responsible-AI commitments could shape the definition of product success.

My contribution

  • Responsible-AI brand analysis
  • Governance and incentive recommendations
  • Conceptual risk mapping

The approach

Examine attention-based incentives and propose ways to make wellbeing visible in product decisions and oversight.

What the work shows

An original conceptual risk map accompanies the strategic analysis.

Project image