Use Case
Turn Your Best AI Users Into Everyone’s Best Practices
AI adoption is uneven — power users get far more done while others don’t know where to start. Toktra identifies top performers from real usage and surfaces their practices as org-wide, in-flow coaching.
The challenge
What keeps you up at night
Power users vs. everyone else
A handful of people get real leverage from AI while most stall, and you have no way to close the gap.
No mechanism to share practices
The habits that make power users effective stay locked in their heads, with no path to spread them.
L&D relies on surveys
Training investment has no feedback loop because adoption data comes from self-reported surveys, not real usage.
How Toktra solves it
Your AI governance layer
Power-user identification
Spot the people getting genuine leverage from AI — and the patterns worth spreading — from real usage signals.
Efficiency scoring and nudges
Score usage to find waste and missed opportunities, then deliver best-practice nudges in the moment, in the flow of work.
Adoption insight for L&D
Measure who is adopting AI well so L&D investment finally has a feedback loop and best practices broadcast org-wide.
Product
The Toktra features you will use most
“You used 12,000 tokens to generate a 5-sentence email. A smaller model would do this in 800.”
— Example Toktra coaching nudge
See Toktra in action
Book a personalized demo to see how Toktra can help your team govern AI usage at the device level.