AI for academic administration: lead it, don't chase it.
J. Okafor
AI Practice Lead · April 29, 2026 · 8 min
Technology is reshaping how institutions operate faster than most leadership teams can absorb. The temptation is to chase the newest tool. The discipline is to start with the workflow.
Start where the time goes
When staff spend the majority of their week on manual reporting, the question isn't 'which AI tool' — it's 'which hours are we trying to give back, and to whom.'
We help leaders understand, adopt, and lead with AI — not chase it.
Done well, AI adoption feels earned, not imposed. The transition is gradual, measured, and tied to outcomes people can feel.
J. Okafor
AI Practice Lead
A practitioner on the Cumulus team — in the rooms, with real institutions, earning real results.