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AI Operations and Quotas
About 388 wordsAbout 1 min
2026-09-01
The current AI Assistant provides operational usage and question-quota controls under Ops. The previous per-LLM Authorized Object permission action is not present in the current LLM → Models view. Current model cards show Edit/Delete, assignment usage, and structured-output verification status.
1. Open Ops
- Open Home → AI Agent.
- Click Ops in the top toolbar.
The panel contains Usage and Quota tabs.
2. Review usage
Use Today, Last 7 days, This month, or Custom to select a period, then click Refresh.

The current summary shows:
- Questions
- Success rate
- Response time and p95
- Total input and output tokens
Use these values to identify usage growth, failed requests, latency changes, and token consumption. They are operational indicators; investigate request details and provider logs before assigning a cause to an anomaly.
For queue monitoring, worker configuration, and a repeatable capacity test, see Managing High Concurrency. The Response time card uses recorded run durations; measure submission-to-answer time separately when evaluating queue waiting.
3. Configure daily question quotas
Open Quota.

Available controls are:
| Control | Purpose |
|---|---|
| Enable daily question quota | Turns per-user daily question limits on or off. |
| Default quota | Sets the default questions per day per user. |
| Exempt administrators | Excludes administrators from the daily limit when enabled. |
| Overrides by role and user type | Adds more specific quota rules. |
When one user matches several rules, the current UI applies the largest quota. Click Save after changing quota settings.
Daily quotas control usage over a day; they do not cap simultaneous questions or increase processing capacity. Size analysis workers separately using Managing High Concurrency.
4. Access control
LLM profiles no longer expose a separate permission-management action in the current LLM → Models view. Continue to use Datafor's user, role, model, folder, report, datasource, and row-level permissions to govern access to analytical data. Quotas control request volume; they do not grant access to data that the user cannot otherwise read.