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N-SIDE GenAI Principal role

  • business vision
  • AI literacy
  • upskilling
problem

A serious company cannot adopt GenAI through vibes. It needs shared understanding, clear business direction, and practical enablement.

insight

The adoption problem is partly technical, but mostly organizational: people need language, judgment, and confidence.

system

Public-safe summary: GenAI Principal at N-SIDE, helping shape business vision and upskill around 200 employees.

result

A practical adoption role focused on making AI understandable, useful, and connected to business value.

what I learned

AI adoption works best when employees understand both the opportunity and the limits.