FinOps for Agents

Your FinOps Agents run on Finout

Every layer of Finout- the MCP server, the cost API, the Data Exporter- reads from the same governed Data Layer. Plug your agents in. They get everything they need to do FinOps.

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Trusted by teams managing millions in AI spend

MCP Server

The MCP server your agents already trust

Hosted and versioned. Connect Claude, Cursor, or any MCP- compatible client and start asking cost questions in plain English - answered from the same Data Layer that powers Finout's UI.

Cost answers in business language - by team,  service, owner
Every corner of Finout, exposed as tools — VirtualTags, MegaBill, CostGuard, Reports, Forecasts
RBAC, SSO, SOC 2 — built on Finout's enterprise security posture, every agent call respects existing roles

Browse the MCP tool catalog

Data Exporter

Your Data Layer, in your
warehouse, every morning.

Enriched agents make sharper calls. Finout's full data layer — virtual tags, allocations, business context — lands daily in your warehouse, ready for your AI to reason on.

Run your agents in your warehouse - your AI works from the same enriched data Finout does, inside your own data plane
Join cost with your business data - measure unit economics, customer profitability, and team ROI where the rest of your data already lives
Embed cost in your tools - surface spend intelligence inside the copilots and dashboards your teams  already use

Cost API v2

The API your agents reach for.

Your agents need open access to your data. Cost & Usage API V2 lets your AI compose any cost or usage question across every dimension in your account — and pull answers back at the pace your agents work.

Power your AI agents - give them production-grade access to your full data layer
Let your agents investigate spend - query anomalies, root-cause spikes, and answer cost questions on  their own
Wire cost into your platform - embed live spend context into your deploys, PRs, and internal tools

API reference documentation

One Data Layer · Three Surfaces

Built for agents from the outside in

Most platforms bolt an MCP server onto a UI-shaped product. Finout was
rebuilt around a governed Data Layer- so every consumer, human or
agent, gets the same cost reality.

Compliance

Our standard.

AI where it adds value. Deterministic where it matters.

Predictable & safe

Rules act. AI advises.

The decisions that touch your environment are deterministic- every time, the same way.  AI lives in the seams: investigating, explaining, drafting. Never deciding.

Customizable 

Bends to your reality.

Tell it what “production”
means at your company. What “critical” looks like. What you would never recommend. The agents inherit your context- they don’t impose ours.

Permissions-first

Earned, not granted.

Read-only on day one. Tickets when you’re ready. Remediation when you ask. We earn the next step- you
grant it.

Built for scale

Enterprise volume, day one.

Designed for fleets of tens of thousands, not demos of ten. Concurrent runs, queued
orchestration, idempotent actions- assumed, not bolted on.

In the wild

What teams build on Finout

Incident agent

Anomaly→ root cause → owner

CostGuard fires →MCP pulls the VTag →Agent pages the right team

The classic intern-set-CloudTrail-to-debug story- except now the loop closes itself.

Engineering copilot

"Did my PR change spend?"

PR merges → Agent calls Finout MCP → Cost delta posted to the PR

Engineering teams wire their AI assistant or CI into Finout's MCP server to make cost a visible part of every change.

CFO agent

Weekly variance briefing

Exporter syncs nightly → Agent reads from warehouse → Drafts Monday briefing

Finance teams use the exporter to feed their existing BI agents- no new auth, no new pipeline.

Build your agents.
FinOps is on us.

A 30-minute call. Tell us what you're building & we'll show you which surface fits.

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Finout is an enterprise-grade FinOps solution that helps companies easily allocate, manage and reduce their cloud spending across their entire infrastructure.