Agent Activity Reports

Keito’s reporting tools let you analyse agent productivity, costs, and ROI alongside human work.

Filtering Reports by Source

All report types (Time, Expense, Budget) support source filtering:

• Select Source: Agent to see only agent-generated data.
• Select Source: All and group by source to compare human vs. agent side by side.

Key Metrics for Agent Work

Time Analysis

• Agent hours by project — which projects use agents most?
• Agent vs. human hours — what’s the ratio?
• Agent hours by model — filter metadata to see which LLM models are used.

Cost Analysis

• LLM spend by project — where are tokens being consumed?
• LLM spend by model — which models are cost-effective?
• Agent billable revenue vs. LLM cost — what’s the margin?

ROI Analysis

• Agent billable rate × hours vs. LLM cost = agent margin
• Compare agent cost-per-task vs. human cost-per-task for similar work.

Exporting Agent Data

Use Reports → Exporting Data to export agent-filtered data as CSV for further analysis. The export includes source and metadata fields.