Observe: AI Spend Observability
Understand how your team works with AI
Bring usage from Claude Code, Codex, Cursor, and more into one place. See which tools and models your team relies on, what it costs, and where people could use a hand.
See all of your team's AI usage in one place.
Your team uses a mix of AI tools, and each one tracks usage its own way. Tokenize brings it all together, so you always know who's using what, what it costs, and where it's paying off.
Every tool, connected
Connect the AI tools your team already uses and see all their usage together.
Usage by person
See who's using which tools and models, and how often.
Spend you can trace
Follow every dollar back to the team, model, and session behind it.
Session-level detail
Open any session to see the task, the tokens, and what it cost.
When a number looks off, find out why.
Trace any jump in spend back to the sessions, models, and API keys behind it, and have an answer before the next standup.
- Drill into the sessions behind any total
- Tool, model, duration, and cost for every session
- API spend broken down by key
- One view across every connected provider
See how AI is catching on across teams.
Find out which teams have made AI part of how they work, and which ones could use a hand getting there.
- Adoption by team and by tool
- Workflows that show what people use AI for
- Seat planning based on real usage
- Teams that could use better setup or training
Know what's set up, and whether it works.
Get a clear picture of the skills, plugins, and MCP servers running across your org, and catch the broken ones before they slow anyone down.
- Every skill, plugin, and MCP server in one list
- Which ones get used, and by whom
- Failing tools flagged so you can fix them
- Setup differences from one laptop to the next
- GDPR
- SOC 2 Type II
- SAML SSO
- SCIM Provisioning