AI API costs become easier to manage when usage is visible, attributed, and reviewed regularly.
Which API costs matter most?
Track tokens, requests, model choice, retries, and compute-intensive operations.
How can teams reduce waste?
Set limits, cache repeated requests, and assign usage to a project or owner.
Frequently asked questions
AI API costs are usage-based charges for model requests, tokens, tools, and compute.
API usage can be monitored through provider dashboards, project tags, budgets, and alerts.
API costs change when request volume, token usage, model selection, or compute requirements change.
Yes, retries should be tracked because failed or repeated requests can increase total usage.
Payle is designed to support financing for approved AI usage as the product expands.
