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Governance & AI

Shipping code is half the story. This section covers the features that let you see what's happening across your organization, automate detection and remediation, and keep control over every change.

AI-powered features New​

🚀 Early release

AI-powered features are in early release and may not be available in your organization yet. If you'd like to try them or want to know more, reach out to us and we'll get you set up.

AI assistantAsk questions, investigate failures, and generate CLI commands or configurations from the console chat, with full context of what you're viewing.InsightsAsk a question in plain language and get a live visual dashboard instantly. Save and share it so your whole organization works from the same data.Action itemsSecurity vulnerabilities, over-provisioned resources, and stale deployments surface as tracked items, with AI-suggested fixes developers review and approve.AI pluginsBring platform operations into your terminal. Describe what you need from Claude Code, Factory AI, Codex CLI, and more, and the plugin handles the API calls.

Automation & control​

Data lakeQuery the state of your entire organization with SQL: applications, deployments, scopes, approvals, and more, all in one queryable place.ApprovalsDefine policies that require a human sign-off before sensitive actions run, like production deployments or secret access.NotificationsRoute platform events to Slack, webhooks, or your own services, and filter them so each team only gets what it needs.Entity hooksReact to entity changes with your own logic: enforce naming rules, update repositories, or trigger external systems when something changes.

Learning paths​

See your organization with AI

  1. Meet the AI assistantChat with nullplatform from the console and explore what's running.
  2. Build your first dashboardTurn a plain-language question into a live Insights dashboard.
  3. Detect stale applicationsRun a full governance sweep with a single prompt.15 min

Automate platform hygiene

  1. Query the data lakeFind anything in your organization with SQL.
  2. Require approvalsPut a human sign-off in front of your most sensitive actions.
  3. Route notificationsSend the events each team cares about where they already work.

Also see AI usage and quotas to monitor AI consumption across your organization.