AI Spend Management

Track AI spending by team and project in real time at the routing layer.

Uniting engineering and finance on AI spending through shared real-time visibility.

Real LLM cost attribution requires tagging requests at the gateway, not reconstructing them later.

Capture API calls at the gateway to split AI costs accurately across your teams.

Hidden fees and forgotten modifiers turn cheap APIs into thousand-dollar invoices.

DeepSeek's two tiers price differently by time and caching, upending flat-rate budget models.

How deployment type, billing mode, and output costs compound to inflate your actual invoice.

Teams face at least eight hidden pricing layers beyond the headline per-token rate.

Understand input versus output token costs to match the right tier to your actual workload.