- Essays··6 min read
40% Escalated to the Board: The AI Invoice Surprise of 2026
Uber burned its entire 2026 AI coding budget by April, and it is not an outlier: unexpected AI costs changed a business decision at 62% of organisations this year. A charge only reaches directors once it has cleared the spending authority of whoever caused it. Budgets set in 2025, before agentic workloads ran at production scale, are now carrying orphaned agents that burn tokens with no owner and no attributed business outcome.
ai-cost-governancefinopsagentic-aitechnical-debtRead - Essays··8 min read
The $500 Million Bill Nobody Anticipated: When AI Slop Debt Becomes a Balance-Sheet Problem
An enterprise client burned $500 million on AI services in a single month, a consequence of deferred governance rather than reckless strategy. AI slop debt, the compounding cost of zombie agents, ungoverned prompts, and abandoned POCs that still bill, has crossed from engineering irritation to balance-sheet liability. When 73% of AI initiatives exceed budget, the board question is no longer which use cases to fund but who can turn off what is already running.
enterprise-aiai-governancefinopsai-agentsRead - Essays··11 min read
Uber Burned Its Entire 2026 AI Budget in Four Months · The Bill Coming Due
Uber exhausted its entire 2026 AI coding budget by April, four months into the year. Beneath that headline sits a three-layer debt stack: technical debt, ungoverned prompt sprawl, and cost overhang accrued during a subsidised-inference era now ending. Organisations that treat AI spend as an architectural concern from day one will survive what follows; those that audit costs only after the invoice arrives will not.
ai-cost-governanceenterprise-aifinopstechnical-debtRead