ObserveAI Spend ObservabilityWhat every tool, model, and team costs.AI ROITie spend to the work it produced.Engineering IntelligenceWhere AI helps your engineers ship.Agent Spend MonitoringWhat agents, CI jobs, and scripts cost.
OptimizeAI Cost SavingsFind the AI spend you don't need.AI CoachingPrivate tips to help people work better.
GovernBudgetingTeam budgets that apply in every tool.AI Model ControlChoose which models each team runs.MCP GovernanceEvery MCP server your AI connects to.
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AI Spend ObservabilityAI ROIEngineering IntelligenceAgent Spend Monitoring
AI Cost SavingsAI Coaching
BudgetingAI Model ControlMCP Governance
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IntroductionGuides
  • Getting started
  • Connecting providers
  • Installing the desktop app
  • Understanding your usage
    • Read the Overview and weekly digest
    • Browse sessions and workflows
    • View users and efficiency
    • See your own usage
    • Track engineering output
    • See API key spend
    • How cost is calculated
  • Optimizing
  • Governing AI
  • Organization and security
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  • FAQs
  • Security
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Understanding your usage

Read the dashboard, sessions, people, and cost.

  • Read the Overview and weekly digestUnderstand the Overview report, its spend and adoption sections, and the weekly digest Tokenize publishes every Tuesday.
  • Browse sessions and workflowsFind sessions on the Sessions page, read a session's cost and activity, and see the kinds of work your team does in Workflows.
  • View users and efficiencyCompare people's AI usage on the Users page, read the Efficiency Matrix, and open a user's profile.
  • See your own usageUse My Usage to see your own AI spend, tokens, sessions, and the kinds of work you do with AI.
  • Track engineering outputSee code output, pull request cost, and tool reliability for your engineering teams on the Engineering page.
  • See API key spendUse Platform Usage to see what each Claude Platform, OpenAI Platform, and OpenRouter API key costs.
  • How cost is calculatedLearn where Tokenize's spend numbers come from, what the spend labels mean, and why amounts can show as Unpriced or $4.20+.
ObserveAI Spend ObservabilityAI ROIEngineering IntelligenceAgent Spend Monitoring
OptimizeAI Cost SavingsAI Coaching
GovernBudgetingAI Model ControlMCP Governance
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