Don’t just manage AI costs. Actively reduce them.
Brutor keeps you on top of AI spend across your whole company, from one control plane — the traffic you route through the Brutor AI Gateway, the AI you buy, and even the shadow AI you haven’t discovered yet. No more surprise invoices at the end of the month. And for everything you route, the gateway reduces costs automatically.
Budgeted. Metered. Attributed. Enforced. Per request.
For the AI traffic you route, the Brutor AI Gateway stops runaway invoices in real time — then helps cut the bills that do remain. Budgets live at the resource-group level and are enforced as the traffic flows; every call is logged, priced, and attributed the moment it completes.
Per-group budget limits
Daily spend caps, token limits, and request limits per team, project, or agent — for both LLM and MCP traffic.
Real-time enforcement
Exceed a limit and the next request is blocked with a clean HTTP 429 — not a surprise invoice.
Attribution & alerts
Every cost ties back to the user, team, model, agent, and tool call behind it — live in Mission Control, with anomaly alerts and an acknowledgement workflow.
Open observability: native OpenTelemetry hooks plug into Prometheus, Grafana, Loki, or any OTel backend you already run.
Cost is one dimension of the gateway — explore the full Brutor AI Gateway →
Cost that goes down, not just gets reported.
Because your traffic flows through the gateway, the gateway can make it cheaper — automatically, on every request. The built-in reducers:
Smart model routing
Route each task to the cheapest model that meets policy. Cheap, fast models handle routine work; premium tiers are reserved for the queries that actually need them.
Batch processing
Push large workloads — evaluations, document pipelines, bulk classification — through async batch processing at up to 50% lower cost on supported providers.
Two-layer cache
Your fastest, cheapest LLM call is the one you never make. A response cache catches exact-match prompts; the semantic cache recognizes reworded prompts asking the same thing. Both return cached responses — no token spend, no provider call.
Provider prompt caching, managed
Per-provider prompt-cache capabilities are tracked and configured centrally — so long system prompts get the provider-side discount wherever one exists.
No runaway agents. No runaway bills.
The Brutor AI Gateway manages budgets for AI Agents, Assistants, Apps — and humans — alike. But agents need more than a budget line: the gateway understands agent management in depth, and for FinOps it adds something unique — Assurance: making sure agents perform as they should, so they never rack up the bill they shouldn’t.
- Every agent has an identity
Spend is attributed to the agent and the skills it runs — not lost behind a shared API key. You see which agent spent what, as it happens.
- Limits enforce mid-request
Per-agent budgets and per-skill quotas stop a runaway loop with a clean 429 the moment it crosses the line — the bill ends where the limit starts.
- You decide what agents can do
Each agent’s reach is defined as a versioned contract — what it may touch, spend, and call. And in that definition, expensive calls and risky actions require human-in-the-loop approval, with notifications built in.
- Observe and Assure
Shipping an agent is day one — assurance is every day after. The gateway watches runs, drift, and conformance while the agent works, so a misbehaving agent is caught before it burns budget — and the assurance report generates itself from what already happened.
Brutor User Portal — your humans will thank you!
If you can route it, you should. The Brutor User Portal is enterprise AI chat managed by the Brutor AI Gateway — and its main advantage is that your company’s AI users get access to their data: knowledge bases with citations, their documents and connected sources, not a generic chatbot. And much more:
Their AI, safe
Guardrails screen every prompt and response — PII, secrets, and policy violations are caught in the flow, without users doing anything.
Their spend, monitored in detail
Each user sees the right models for their role, spend is tracked per user and team — and anyone approaching a budget limit gets a notification before the cutoff, not after.
Smart cost reduction, applied
Caching serves repeated answers instantly, batch processing takes the big jobs at lower cost, and smart routing picks the right-priced model for every conversation.
Observed traffic, same ledger
Costs of the AI services you buy but don’t intercept — Microsoft Copilot, ChatGPT — can still be managed better. Brutor imports their usage and cost through vendor APIs in near real-time, files them into the same resource groups, and sends advisory budget warnings — one cost view for everything.
You can’t manage what you can’t see
Brutor helps you discover the AI used across your organization that you don’t yet manage or observe — so you can bring it into the loop and head off runaway costs before they start. More on Shadow AI Discovery →
Where Brutor FinOps stands out.
- Enforcement, not just dashboards. Most AI cost tools report and alert after the spend. Brutor’s budgets act in the request path — the call stops, then you read about it.
- Agents are first-class cost subjects. Identity-level attribution, per-skill quotas, and approval gates — where others see one API key, Brutor sees every agent and skill.
- Reduction is built into the same pipe. Routing, caching, and batch aren’t add-ons — they run on the traffic the gateway already governs.
- One ledger for the whole estate. Routed traffic and imported vendor spend, attributed and exportable — and the platform itself never meters you: flat annual license, no per-token fees.
FinOps is just a piece of the puzzle — learn how you can manage your AI Systems with Brutor AI.
Explore the Platform →See how you can reduce your AI costs.
Download the free trial, or book a 30-minute demo with our team.