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Groktopus icon Groktopus

Human-led AI transformation starts here.

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Magnus Hedemark

Magnus Hedemark

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

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