TokenPilot
Check my AI cost risk

AI COST RISK CHECK

Find your hidden AI cost risk in 3 minutes

Answer a few questions to identify your token governance maturity, top anomaly risk, and recommended next step.

Start risk check

No bill upload. No API key. No technical setup.

AI token governance maturity radar chart

AI token governance assessment

Your answers generate a preliminary result immediately. The full report is sent by email.

1. Where do you use LLM APIs or AI agents today?
2. What is your monthly AI / model spend?
3. Do you already have bills or call logs?
4. Can you split token cost by team, product, customer, agent, or workflow?
5. Can you separate production, testing, debugging, and internal usage?
6. Can month-end bills be explained to specific business objects?
7. Can you detect token spikes within 15 minutes?
8. Can you detect agent loops or retry storms?
9. Do you monitor night usage, abnormal context length, or non-business model usage?
10. Can abnormal cost be traced to an agent, API, employee, environment, or workflow?
11. Can you distinguish normal business growth from abnormal call amplification?
12. Can you identify high-risk objects and abnormal cost sources?
13. Do you have call caps, rate limits, circuit breakers, or model downgrade rules?
14. Are testing and production budgets isolated?
15. Do you audit employee AI usage and unusual behavior?