AI usage and credits
Paid actions
Decide whether a customer can generate, transcribe, analyze, export, or start another paid job.
Budgets
Check model access, token budgets, and prepaid balances before work begins.
Use Valqio when a product action should be allowed, denied, reserved, committed, released, and explained before it spends credits, quotas, or customer limits.

Where Valqio fits
Paid actions
Decide whether a customer can generate, transcribe, analyze, export, or start another paid job.
Budgets
Check model access, token budgets, and prepaid balances before work begins.
Plan access
Allow features by plan, contract, customer segment, or environment.
Seat gates
Resolve named-seat access before invite, login, or activation paths.
Allowances
Enforce monthly allowances, daily caps, fair-use rules, and credit balances.
Storage gauges
Read current usage and cap expansion before accepting more stateful usage.
Exports
Export usage and decision evidence to Stripe, support, finance, or your warehouse.
Debugging
Give operators the reason, input snapshot, and evidence ID behind each outcome.
The common thread is not the pricing model. It is the runtime moment where work should run only if the account has the right plan, credits, quota, or override.
Ask before tokens, generations, transcriptions, analyses, or exports spend customer credits or budget.
Gate API calls, prepaid allowances, fair-use limits, and overage behavior before the request runs.
Resolve plan access, named seats, contract exceptions, and environment-specific access in one runtime path.
Check storage, projects, data volume, or other gauges before accepting more stateful usage.
Plan access, custom contracts, customer segments, and environments keep leaking into product routes and jobs.
Balances, allowances, reservations, and failed work need one lifecycle instead of caller-specific patches.
Show why an action was allowed or denied without reconstructing plan, usage, and billing state by hand.
Open the playground to inspect one action from preflight through reservation, retry, release, and evidence.