Thread 5: Ai Token Spend Governance And Cfo Pressure
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Full Post Text (Key Excerpt)
“AI usage cost crossed into six figures, forcing governance and executive scrutiny.”
Why This Matches Ryva ICP
Direct manager-level workflow and cost-control pressure in an actively shipping engineering org.
Underlying Problem
AI adoption outpaced financial and operational controls, so spend grew without clear ownership or guardrails.
Suggested Public Reply (Copy)
That token-bill moment is usually when AI moves from experiment to governance problem. Teams need budget guardrails tied to workflow outcomes, not just model usage.Suggested DM Idea (Copy)
Would you start with spend caps per team or approval gates for high-cost workloads?