Real ChatGPT answer · index seed2pfqzc0KTt4completeB2B software · AI and automation toolsinformational
How can I audit our internal LLM gateway to track token usage per department and enforce strict budget quotas across different teams?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I audit our internal LLM gateway to track token usage per department and enforce strict budget quotas across different teams?
1 real search · 1 real-search pass
LLM gateway token usage tracking budget quotas per team department architecture OpenTelemetry GenAI semantic conventions 2026Google ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
LLM gateway token usage tracking budget quotas per team department architecture OpenTelemetry GenAI semantic conventions 2026 Google ↗
- semantic-conventions-genai/docs/gen-ai/gen-ai-token-metrics.md at main · open-telemetry/semantic-conventions-genai · github.com
- opentelemetry-semantic-conventions/docs/gen-ai/gen-ai-metrics.md at main · microsoft/opentelemetry-semantic-conventions · github.com
- Token management policies overview | Gemini Enterprise Agent Platform | Google Cloud Documentation · docs.cloud.google.com
- Token management policies overview | Gemini Enterprise Agent Platform | Google Cloud Documentation · docs.cloud.google.com
- Govern, secure, and operate AI Gateway tier (preview) - Azure API Management · learn.microsoft.com
- LLM cost tracking · docs.solo.io
- LiteLLM documentation · docs.litellm.ai
- OpenTelemetry documentation · opentelemetry.io
- Grafana documentation · grafana.com