Cost Management

Enterprises spend $186M/year on AI yet only 8% prove ROI. The fix isn't spending less—it's outcome-maxxing over token-maxxing.

Uber exhausted its entire 2026 AI budget by April. Disney logged 460K Claude interactions in 9 days. Now enterprises shift from tokenmaxxing to valuemaxxing.

Enterprises now spend $186M annually on AI agents but can't measure returns. Botanu's 'outcome-maxxing' platform ties agent costs to business outcomes CFOs recognize.

Anthropic splits Claude billing June 15: automation gets $20-200/month credit, then hits API rates. CFOs must audit SDK spend now.

Uber exhausted its 2026 AI budget in 4 months. Walmart caps Code Puppy usage. Microsoft ditches Claude. The token pricing crisis hitting enterprise AI budgets.

Microsoft canceled Claude Code licenses, Meta killed its token leaderboard, and one firm spent $500M in a month. The AI spending reckoning is here.

GitHub Copilot moves to token-based billing on June 1, 2026. Base prices stay the same, but heavy AI users could see costs spike 300%. Here's what CTOs and CFOs need to know.

Gartner surveyed 350 executives at $1B+ companies: 80% cut headcount after AI adoption, but workforce reduction didn't translate to returns. Here's why.

94% of engineering leaders can't measure AI ROI. Harness just launched two tools that track every dollar from code generation to production inference.

Consumption pricing drives 40% budget overruns vs 5% for seat-based models. Microsoft cancels licenses as CFOs scramble for cost control.

91% of enterprise AI pilots die before production. Former Microsoft CAO reveals why your AI spend isn't delivering ROI—and the 7 use cases that actually work.

ServiceNow's redesigned AI Control Tower governs AI agents across 25+ platforms, addressing runaway AI spend with unified cost tracking and ROI dashboards for enterprise leaders.

Microsoft's new AI control plane costs $15/user—but hidden consumption charges mean 40% of enterprises will exceed budgets by 2x. Here's what CIOs need to know.

Uber burned its entire 2026 AI budget by April. Nvidia's AI team spends more on compute than salaries. The enterprise AI ROI promise is colliding with token reality.