Workspace

Productivity & Enablement

See adoption, usage, and spend together. Find where teams need support and make useful work reusable across the organization.

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From activity to enablement

  • Understand adoption

    AI interactions, agent runs, chat messages, and active users.

  • Attribute the spend

    User, team, department, cost center, model, and provider.

  • Share what works

    Reusable workflows, findings, and tools in the Team Feed.

Adoption and spend in the same view

  • Adoption you can see

    AI interactions, agent runs, chat messages, and active users, in one live view. Adoption stops being a survey question. The numbers show which teams are getting value and where enablement should go next.

  • Spend beside usage

    Total spend, API calls, cache savings, and budget utilization sit beside adoption in the same console. Every request carries user, team, department, cost center, model, and provider, so every line of spend has an owner.

  • What works, shared

    Useful chat and agent outputs become reusable examples, shared across the team as workflows, findings, and tools. Everything shared stays inside the workspace, under the same policy as the work that produced it.

See the cost behind the activity

Spend is measured on the governed path as it happens and attributed to the people, teams, and agents who created it. Budgets enforce inline, before the model call, so a cap is a decision made at enforcement time rather than a line on next month's invoice.

One decision record, several useful views

These dashboards are not a separate analytics pipeline. They are built from the decisions AI Security Runtime records as it inspects every interaction, so usage, spend, and security are views of the same record.

  1. 1Observe

    Every interaction counted as it happens on the enforcement path, not reconstructed from provider logs afterward

  2. 2Detect

    The Semantic Security Engine reads each interaction for meaning and intent; every judgment becomes a data point

  3. 3Enforce

    Budget caps land in the same inline decision; allow, redact, hold for human review, or block for everything else

  4. 4Trace

    Usage, adoption, and spend dashboards fed live by runtime decisions; audit evidence exports to your SIEM

Secure every AI interaction

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  • Observe
  • Detect
  • Enforce
  • Trace