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Get a comprehensive cost summary for your AI agent fleet.

List all AI agents in your organization with their status, category, and cost.

Get detailed information about a specific agent including its model, framework, category, outcome configuration, and failure risk score.

Get AI-powered cost optimization recommendations for a specific agent or your entire fleet.

Apply a one-click optimization recommendation to an agent.

Get a model routing recommendation for a specific task based on complexity.

Compare LLM model pricing and capabilities across providers.

Get the current status of all budget configurations.

Create or update a budget configuration for an agent or the entire organization.

Change the enforcement mode of an existing budget or pause/resume it.

Get active alerts and notifications for your agent fleet.

Mark one or more alerts as read/acknowledged.

Get predictive failure analysis for your agents.

Start an A/B test comparing two LLM models for a specific agent.

Get the current results of a model routing experiment.

Stop a running model routing experiment.

Run a comprehensive cost leak audit across your entire agent fleet.

Link an agent task/event to a business outcome for ROI tracking.

Calculate return on investment for an agent.

Get attribution report showing which agent actions led to business outcomes.

Generate an ROI report explaining why an upgrade from Starter to Lite/Pro tier makes sense.

Set up cost or operational alert thresholds for a specific agent or org-wide.

Generate a comprehensive ROI audit report for your AI agent fleet.

Generate a personalized ROI business case for upgrading to a higher tier.

Returns health score, grade, and data completeness for all agents in the organization.

Returns agents sorted by health score with percentile ranking.