New Whitepaper: AI-Mediated Apprenticeship and the Future of Enterprise Expertise

This article introduces a new whitepaper on AI-mediated apprenticeship, which proposes an enterprise AI operating model to automate first-pass knowledge work without weakening expert development. It addresses the challenge of balancing productivity gains from generative AI with the need to preserve learning loops for future experts. The model includes task routing, evidence requirements, expert review, reduced-AI transfer testing, progressive autonomy, and governance. Targeted at CIOs, CTOs, and AI leaders, it offers insights on measuring AI-assisted performance and human capability separately. The whitepaper is available via a DOI link.