> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://developers.alephant.io/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://developers.alephant.io/_mcp/server.

# Usage Statistics

> Review model calls, agent execution, knowledge retrieval, and tool usage.

Usage helps administrators understand system trends, resource consumption, and abnormal calls. Use it for operations and capacity planning, not as a replacement for access audit or finance systems.

## Management Boundary

| Area        | Guidance                                                            |
| ----------- | ------------------------------------------------------------------- |
| Dimensions  | Review by workspace, user, agent, model, connector, and time range. |
| Metrics     | Track request count, tokens, latency, failure rate, and tool calls. |
| Permissions | Expose aggregated usage only to admins or authorized operators.     |
| Retention   | Retain detail or aggregates according to deployment policy.         |

## Before Configuration

* Define the dimensions needed for operations and audit.
* Decide whether usage data requires redaction or export limits.
* Keep usage aligned with spending limits, tracing, and query history.

## Verification

* Send a test request and confirm usage updates.
* Compare tracing with usage aggregates.
* Confirm regular users cannot view data outside their management scope.