Optimize: AI Cost Savings
Find the AI spend you don't need. Automatically.
Tokenize reads how your team uses AI and finds the money that's going to waste: sessions that run too long, settings that quietly double the cost, tools that fail and retry. Each finding comes with what it's costing you and exactly how to fix it.
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Savings you'd never find by hand.
Most AI waste hides in how sessions are set up and run. Tokenize checks every session for it, and adds new checks as AI tools change.
- Sessions that keep running after the work is done
- Context rebuilt every turn and caches reset mid-session
- Extras like fast mode left on for routine work
- Tools and MCP servers that fail and retry
Every finding comes with a fix.
Each finding shows what it costs, the sessions behind it, and exactly what to change, with the biggest savings at the top.
- Estimated savings for every finding
- Links to the real sessions behind it
- Plain steps to hand to the right person
Turn repeated work into one-click skills.
When your team keeps doing the same steps by hand, Tokenize suggests a skill that does them instead, so the agent stops working out the same task from scratch.
- How often the steps came up, and who did them
- A skill built from those steps
- Sent to every device in your org in one click
- GDPR
- SOC 2 Type II
- SAML SSO
- SCIM Provisioning