Service

Cost attribution & budgeting

Know who spends what. Set limits that enforce themselves.

What we set up

Attribute AI expenditure to teams, applications, and users. Implement budgets, usage limits, and reporting your finance team can rely on.

  • Per-team, per-application, and per-user attribution
  • Budgets and hard usage limits at the gateway
  • Spend alerts before limits hit
  • Chargeback and showback reporting
  • Unit economics per feature or product

Deliverables

  • Attribution model mapped to your organization
  • Budgets and limits live in production
  • Recurring cost reporting
  • Documentation and handover

Gateways

Kong · LiteLLM · Unity AI Gateway · Snowflake Cortex · Amazon Bedrock

Can budgets actually stop overspend?

Yes. Limits are enforced at the gateway, so a team that hits its budget is throttled or blocked by policy, not discovered at invoice time.

Does this work across multiple providers?

Yes. Attribution is provider-neutral: one view across OpenAI, Anthropic, Gemini, and self-hosted models.