Operations Guide

AI Cost Intelligence Dashboard Template for Teams

Teams need token-level cost visibility to control AI spend before it spirals. This template helps FinOps, engineering, and product teams build a cost dashboard with clear budget ownership and routing optimization.

Implementation Steps

1. Collect cost entries by provider: OpenAI, Anthropic, Gemini, Azure, AWS Bedrock.
2. Set budget thresholds with alert severity levels: Critical, Warning, Info.
3. Add routing recommendations for model optimization: GPT-4 to GPT-3.5, Claude Opus to Sonnet.
4. Run weekly cost review with provider-level spend attribution against contract pricing.

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