What you should record
For every paid request, keep enough information to connect the payment, policy decision, and result. You do not need every internal detail in the same place, but you do need a stable trail across systems.
Use 4mica dashboard to reconcile these records with actual payment activity.
Why each payment happened
A payment without a reason is hard to trust. Your agents should attach a short reason that explains the payment in task language, not just protocol language. Good reasons are specific enough to audit later:- weather API needed for travel plan
- model reranker needed to compare search results
- translation agent needed to process seller page
- paid dataset required for final answer
- compute service needed for image generation