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Observe & Govern

Snapshots & Usage ​

Understand and communicate cost and usage.

Snapshots ​

A snapshot is a point-in-time report of usage, cost, and health.

  • New snapshot — pick a period and an LLM (via AI Core); Boidra Platform computes the hard numbers and the model writes an executive summary, cost attribution, and anomalies section.
  • History — every snapshot is kept and rendered as Markdown; select one from the table to view it, then download it, copy it, export to PDF, or send/share a readable summary (with the full report attached).

Usage details ​

A dedicated page for the numbers behind the reports:

  • Spend over time — cumulative or per-period cost, over a week / month / 3 months / year / custom range, with daily-or-monthly bucketing. Overlay per-service cost lines: the top 5 services as quick chips plus a picker for the rest (agents and MCP tools).
  • Models table — requests, share, input/output tokens, total tokens, and exact cost per model, with a totals row.
  • Services table — agents and MCP tools with requests, errors, error %, latency, tokens, and cost, filterable by type.

Cost is derived from token counts and the editable price table on the Settings page.

Boidra — multi-agent AI systems in the SAP ecosystem.