The 2026 AI Agent Economics Report
Why 40% of Agentic AI Projects Fail—And How to Scale Without the Speed Tax
Free Research Report•13 Pages•Published January 2026
Key Findings
40% of agentic AI projects canceled by 2027
According to Gartner's December 2025 forecast
Companies pay 30-50% "Efficiency Tax"
Due to poor model routing and lack of cost controls
Real case study: $127K lost in one weekend
A Fortune 500 company's runaway agent loop disaster
67% of tasks overpaying for flagship models
Most tasks could use cheaper models with zero quality loss
What's Inside
Complete pricing landscape (all major models)
The $127K weekend disaster case study
5-point AI Waste Checklist
Onaro Framework for AI Efficiency
Implementation roadmap