AI Gateway tracks every request, token, and cost across all users and agents. Routes to the right model automatically, attributes spend to teams, enforces budgets in real time, and proves return on your AI investment.
See exactly where AI budgets go, broken down by user, team, model, and agent. Every token is tracked and attributed automatically.
Set spending limits by team or project and enforce them automatically. Prevent uncontrolled consumption before it impacts your bottom line.
Correlate spend with measurable output across the organization. Identify high-performing teams and reallocate resources with confidence.
60 to 80 percent of enterprise AI requests don't need the most expensive model. The AI Gateway's smart router analyzes each request's complexity and routes it to the most cost-efficient LLM, cutting per-query costs by up to 20x without sacrificing output quality.
Every agent turn re-sends the full conversation history, and you pay per token each time. Continuous compaction summarizes tool-call history on every turn, carrying only what matters forward. Organizations typically see 80 to 90 percent reduction in context costs from day one.
Teams running production AI workloads see over 80 percent reduction in annual token costs, even as usage grows. The combination of smart routing, open-source model substitution, and continuous compaction turns millions in projected spend into a fraction of the forecast.
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