dPanel.ai Pack

Managed model access, with every cost visible

For teams that want to use supported models without configuring provider keys, while keeping BYOK available as a separate option.

A business owner reviewing cost by task

dPanel.ai Pack

Managed model access paid from your dPanel.ai credit balance, with consumption visible by model, task, team member, Box, and surface.

BYOK Deployment

Connect your own provider keys through the protected Vault. Your provider bills the model usage directly.

In the product

Managed access

Use dPanel.ai credits

Run supported models without configuring provider keys for each Box.

Consumption

Trace every cost

Review models, tokens, requests, tasks, members, Boxes, surfaces, and account reconciliation.

Alternative path

Use BYOK instead

Connect your own provider account when you prefer direct provider billing.

Knowledgebase

Best for

  • Teams that prefer one managed credit balance.
  • Operators who need model, token, request, and spend visibility.
  • Organizations that want costs attributed to the work that created them.

What you can do

  • Use dPanel.ai credits for managed model calls.
  • Review balance, spend, input tokens, output tokens, cache reads, and requests.
  • Group consumption by task, AI-team member, Box, surface, provider, and model.
  • Reconcile Box and platform usage to the account total.
  • Use BYOK when your provider should bill the model usage directly.

Included roles

Pack setup guideUsage monitorCost reviewer

Works with

dPanel.ai creditsUsage & CostsProvider VaultGuardrails

Approval point

  • Before increasing a spending cap
  • Before changing model routing
  • Before relaxing a policy

Handoff output

Balance, spend, requests, tokens, model mix, cost by task or member, Box reconciliation, and the next operating decision.

FAQ

What is Managed model access, with every cost visible?

Use managed model access through dPanel.ai credits and trace consumption by model, task, AI-team member, Box, and surface.

Who is this dPanel.ai page for?

For teams that want to use supported models without configuring provider keys, while keeping BYOK available as a separate option.

What does the AI team actually do?

It helps with use dpanel.ai credits for managed model calls., review balance, spend, input tokens, output tokens, cache reads, and requests., group consumption by task, ai-team member, box, surface, provider, and model., while dPanel.ai keeps tasks, approvals, and handoff visible.

Where do approvals happen?

Approval moments include before increasing a spending cap, before changing model routing, before relaxing a policy.

What does handoff look like?

Balance, spend, requests, tokens, model mix, cost by task or member, Box reconciliation, and the next operating decision.