Case Study
Several KJ Technology clients, during active AI adoption and education initiatives (anonymized).
Teams were using AI tools without a shared way to learn what worked, creating real waste — AI misapplied, the wrong tool chosen for a task, or AI avoided entirely out of uncertainty about how to start.
KJ built Prompt Maven, a self-learning prompt library and coach. Teams get guided coaching plus a shared, rated library of what prompts and approaches actually work — turning individual trial-and-error into an organization-wide practice. An internal oversight layer lets KJ manage access across client organizations without adding friction for end users.
Rollout is underway across clients now.
Estimate: no metrics captured yet — adoption and efficiency proof will be added as rollout completes.