Case study

AI-Native Enablement

Brought AI tooling into marketing and program workflows — raising what a small team can ship, and making the change stick.

The problem

AI tools spread by hype, not by habit. Teams adopt the shiny demo, then quietly abandon the tool when the workflow around it doesn't change.

What I did

  • Identified the highest-leverage workflows in marketing and program management where AI could compress weeks into days.
  • Built the playbooks and training that turned a one-off experiment into standard practice.
  • Measured adoption, not just usage — because a tool nobody uses is a PowerPoint slide, not an outcome.

The result

A small team shipping like a bigger one — with the AI fluency embedded in how the team works, not bolted on.

[DRAFT — metrics to be verified and added: e.g. cycle-time reduction, output increase, adoption rate. Rukuma to confirm before publish.]