AI spend management

Stacklet Token Custodian: AI Token Governance for FinOps Teams

Stacklet Token Custodian: AI Token Governance for FinOps Teams

AI, Application Development, Cloud, Infrastructure, Machine Learning /

Stacklet launched Token Custodian, a control plane that attributes every AI token to a team, project, or cost center and governs spend through automated policy rather than blunt caps. Built on the Cloud Custodian engine, it targets the growing enterprise need to connect AI investment to measurable business value. ECI Research data shows developer velocity and ease of integration are the top technical selection criteria once compliance is satisfied, a bar Token Custodian is designed to clear.

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Google Antigravity Enters Enterprise: Governance Seals the Deal

Google Antigravity Enters Enterprise: Governance Seals the Deal

AI, Application Development, Cloud, Enterprise Software /

Google has expanded its Antigravity agentic coding platform into Gemini Enterprise subscriptions, adding pooled token quotas, granular spend controls, and IDE extensions for VS Code, JetBrains, and more. The move addresses the governance gap that has slowed enterprise AI developer tool adoption. ECI Research analysis examines who wins, who should care, and what it means for the competitive landscape.

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CloudZero Bets on AI Spend ROI as CFOs Demand Proof

CloudZero Bets on AI Spend ROI as CFOs Demand Proof

AI, Application Development, Cloud, FinOps /

CloudZero has rebranded as the AI ROI Company, expanding its cloud cost allocation engine to connect AI token spend, agent workflows, and model costs to business outcomes. With only 14% of CFOs able to prove AI ROI, the platform addresses a financial visibility gap that is becoming a board-level issue. ECI Research examines what this means for ITDMs managing AI economics and developers building agentic systems.

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