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Human-led AI transformation, agentic systems, governance, and earned autonomy.

Contributors

Magnus Hedemark

Magnus Hedemark

Independent consultant helping enterprises avoid AI-first transformation failures. Advocates human-centered approaches that actually work. Based in Raleigh, NC.