Recommendations

Release 2 Preview

These recommendations are currently rule-based (deterministic). In Release 2, a multi-agent AI reasoning layer will enrich each recommendation with contextual analysis, benchmark comparisons, and natural-language explanations.

Engineering team spends $208/mo on GPT-4 Turbo. GPT-4o offers comparable quality at 50% lower cost. Migrate non-latency-critical workloads first.

83% of spend is concentrated in MS Copilot. Consider migrating suitable workloads to equivalent models to reduce vendor lock-in and unlock negotiation leverage.

$4,170/mo on Copilot seats. Industry benchmarks show 15–25% of seats are underutilized. Review active users and reclaim unused licenses.