AI usage and observability

Know where the intelligence is going.

See which features and models are using AI capacity, what requests cost according to configured pricing, and where a failure needs attention. Keep the work and its resource use visible together.

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Understand the workload before changing it

Review the totals

Use the AI usage report to inspect calls, tokens, latency, and estimated cost over the relevant period. Start with the workload rather than judging one request in isolation.

Find the source of usage

Compare available provider, model, and feature breakdowns. A content-generation workload and a support workload may need different model and capacity choices.

Inspect failures and fallback behavior

Use recorded request outcomes and operational information to investigate slow or failed work. Distinguish a provider issue from an application or configuration problem.

Apply the available spending controls

Configure the budget and capacity controls supported by your provider mode. Review how a limit affects new work before relying on it for an important recurring task.

Keep estimates separate from invoices

Estimated costs depend on model pricing and reported usage. Provider billing and managed-plan capacity are authoritative for what you actually pay or consume.

Improve the workload, not just the number

Use the evidence to choose an appropriate model, reduce unnecessary repeated work, or change a routine’s frequency. Keep enough capacity for the tasks your business depends on.

Useful to know

Are displayed costs always the final billed amount?

No. They are estimates based on available usage and configured pricing. Reconcile with the provider or managed-plan records.

Do all providers expose a live remaining balance?

No. Available balance and quota information depends on the provider.

Can the assistant help interpret usage?

Yes. Supported observability tools expose usage reports within the relevant permissions.

Put useful intelligence on a sustainable footing.

Review the work, understand its usage, and set boundaries that fit the business.

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