Visibility
See who used which model, what they asked it to do, and how much each session cost.
Grow your AI usage without losing control of token spend.
Tokenize helps growing teams understand where AI is being used, reduce unnecessary costs, and make sure tokens are going toward the right tasks.
Better AI spending starts with better usage. Without visibility or guidance, teams make costly choices that are hard to control.
Observe
Understand how your team uses AI.
See where AI is being used, what it costs, and which work creates the most value.
Spend
Understand where costs go, spot changes early, and find opportunities to save.
Efficiency
Compare output to spend and learn which users, models, and workflows perform best.
Optimize
Get more from every token.
Turn usage insights into practical improvements that help every team work more efficiently with AI.
Opportunities
Find repeated work, oversized prompts, runaway sessions, and other opportunities to improve.
Coaching
Give each team member personalized guidance based on how your top AI users work.
Savings
Reduce prompt complexity, choose more efficient models, and apply proven cost-saving strategies.
Govern
Set the rules without slowing teams down.
Manage budgets, model access, and sensitive information from one place.
Budgeting
Set budgets by team, monitor forecasts, and catch potential overages early.
Model Controls
Choose which models your team can use and update access as your policies change.
Compliance
Redact passwords and API keys, restrict sensitive uploads, and identify unapproved tools before data is exposed.
Results
What teams achieve when AI spend is optimized.
35%
Less wasted AI spend
$940k
Spend reallocated to high-impact work
4x
Output gap between top and median users
+42%
Power-user output growth
7 days
To full team visibility