AI Analysis
AI-generated insights and recommendations
AI Summary
Your team spent $4,287 on AI this month — 71% of budget with 3 days remaining.
Insights
- Backend team accounts for 42% of total spend, driven by heavy Cursor Agent usage on api-gateway.
- Acceptance rate for Copilot suggestions improved to 34% (+6pp vs last month).
- claude-sonnet-4 is your most-used model at 38% of tokens — consider routing simpler tasks to haiku.
- 2 developers (Sarah Chen, James Liu) account for 17% of spend but ship 28% of merged PRs.
Risks
- api-gateway repo is on track to exceed its team budget by ~$340 this month.
- 3 developers have zero AI tool adoption — potential training opportunity.
Recommendation
Set per-repo budgets for api-gateway and ml-pipeline. Route code review tasks to cheaper models. Schedule a Copilot workshop for the 3 non-adopters.
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