Keep token spend in check without slowing your engineers down
AgentNuro Control puts a lightweight gateway between your apps and 50+ model providers, so every call is tagged to its team and agent, routed to the right-sized model, served from cache when it's safe, and held to a budget, with a one-line change, under 5 ms of overhead at p99, and a gateway that fails open.
Only the base URL changes. Your prompts, models and business logic stay the same.
Your AI traffic, last 7 days
Total tokens
482M
up 18% vs the prior 7 days
Total cost
$41,260
up 11% vs the prior 7 days
Token mix
Input291MOutput87MCached77MReasoning27M
Cache hit rate41%Blocked by budget3Added2.8 ms at p99
What does an engineering lead need to see?
Five questions engineering and platform teams ask about AI spend, answered from one set of data. Pick a question to see the answer.
Attribute
Tokens by type, team and agent
Every request is tagged with the team, project, model and agent behind it, and priced at the rate you're billed, split into input, output, cached and reasoning tokens. A single total hides which kind is driving cost.
Token mix by type, and top agents
Input291MOutput87MCached77MReasoning27M
Claims Triage Agent$6,240
IT Helpdesk Agent$2,910
Contract Review Agent$2,130
Optimize
Each request routed to the model that fits
Routing scores candidate models on quality, cost and latency, or follows rules you set for specific workloads. Every route shows its dollar saving against the model your app originally called.
Exact and near identical requests come back from cache with no provider call, whenever a hit is safe. The similarity threshold and expiry are set per workload, and workloads you exclude are never cached.
Spend is tracked against budget in real time, per team, project or key, and a request is stopped before it goes over. Cut off a provider, model, team or key instantly, by hand or when a rule trips. Test any rule in a dry run first.
The gateway adds a few milliseconds, and cache hits skip the provider call entirely. If it can't be reached, requests fall back to calling the provider directly, so an outage pauses enforcement, not your app.
As a reverse proxy in front of your existing provider endpoints, or as a thin SDK wrapper around your existing client. The only application change is the base URL or client configuration, and your prompts, models and business logic stay the same. Most teams route their first workload within a day.
Yes, a small and fixed amount, typically a few milliseconds at p99, for routing, cache lookup and policy checks. Cache hits skip the provider call entirely, which usually more than offsets it in total response time.
Control fails open. If the Gateway can't be reached, requests fall back to calling the provider directly using the last known routing rule, so an outage pauses enforcement, not your application.
No prompt content is stored. When traffic routes through the Gateway, prompts and responses are evaluated in real time against your rules and are not kept.
Yes. Rules can match on task complexity, token count, request type, agent, intent, similarity to earlier prompts, regional health and project budget. Shadow test a rule on a share of traffic first, switch any rule off in one click, and override the choice on a single request.
AgentNuro Control routes across 50+ model providers today, from the major labs to specialized inference platforms, covering chat, embeddings, image and audio endpoints.
Route your first workload through Control Lite
Most teams route their first workload within a day. No credit card required.
