Meet Finout's Detection Agent: Cloud and AI Waste Detection That Knows Your Business

Finout's Detection Agent finds cloud and AI waste and anomalies across your whole bill, using your rules, so no savings slip through and no one has to hunt for them.

At a Glance

• What launched: the Detection Agent, the first of the Finout Agents, now in Beta.
• What it does: runs daily detectors you configure and creates a Finding for every piece of waste it catches.
• Why it's different: it applies your unique definitions of waste, not generic rules, so teams stop wading through false positives.
• What it doesn't touch: your environment. The Detection Agent is read-only.

The Finout Detection Agent is an AI agent for FinOps that continuously scans your cloud and AI spend for waste and anomalies. You decide what counts as waste, such as idle resources, oversized instances or databases paying for extended support, and where to look. The agent does the hunting and hands you a ranked list of Findings worth acting on.

Why It Matters

Cloud and AI spend keeps growing. FinOps teams don't. Every idle instance, oversized database or forgotten GPU fleet is money leaving the business, and someone has to find it first.

Today, that someone usually works from a fixed list of recommendations. The trouble is that a fixed rule doesn't know your business:

• It flags things you meant to do. The standby instance is your disaster recovery plan. The "oversized" database has headroom for a nightly batch job. A generic rule calls both waste.
• It keeps flagging them. Dismiss a recommendation today and it can come back next week, with no memory of why you said no.
• It ranks by the wrong number. A long list sorted by theoretical savings can sometimes bury the few items worth acting on.

The result is predictable. Teams learn to ignore the list, real savings slip through, and the FinOps team goes back to hunting for waste by hand.

What We Built

We built the Detector so that every company can define waste its own way, and then stop looking for it by hand. It's now available in Beta.

Instead of one fixed rule set for everyone, you set rules that match how you run. The Detector scans for any type of waste you care about:

• Idle: resources doing effectively nothing for longer than you allow.
• Rightsizing: running resources provisioned larger than they need to be.
• Extended support: databases and clusters paying extra fees past end of standard support.

You tune each one: the metric and threshold, how far back to look, how much headroom to keep, and which resources are in scope. Exclude disaster recovery, target production only, or narrow it to one team.

Every match becomes a Finding: one item with its resource and its potential savings. Findings sit in a single queue, ranked by savings, and each one is tracked from Open to Fixed or Dismissed.

Because the Detector runs on Finout, it sees every cost in MegaBill and your business context in Virtual Tags. A Finding isn't just "this instance is idle." Along with our Investigation Agent, each Finding paints the full picture: "this instance, owned by this team, in this environment, is costing you this much."

How It Works

1. Define what counts as waste. Set thresholds, look-back periods and headroom.
2. Scope where it looks. Filter by dimension or Virtual Tag, so the Detector checks production and skips disaster recovery, or focuses on one business unit.
3. Let it run. The Detector runs every day across your connected spend. You can pause at any time without losing configuration or history.
4. Work from one ranked queue. Each match becomes a Finding with its potential savings and a recommended action.
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Where It Fits: Closing the Loop

The Detection Agent is the first step in a loop. The Detector finds the waste, the Investigator explains it and finds the owner, and the Orchestrator (coming soon) gets the owner to act on it, with customizable levels of automation built in.

Any tool can produce a list of recommendations. Finout knows what each one costs in business terms, who owns it and how your teams define waste. That context is what turns a list your teams ignore into Findings they act on, so your FinOps practice can grow with your cloud and AI spend while keeping your team lean.

Get to know Finout Agents here.