AI teams are shifting from capability to accountability as ROI pressure rises
JaynitMakwana · x · 2026-07-25
The conversation is shifting from raw AI capability to accountability and return on investment.
The quoted product pitch from EntelligenceAI says its Agent Insights tool tracks not just spend, but the engineering outcomes that spend produced — features shipped, fixes, and pull requests. It also claims a model router can cut AI spend in half, tying usage directly to company priorities instead of token counts alone.
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