Autonomous Investigator
Autonomous Investigator works every case end to end and returns a decision before an analyst opens it. Each verdict — block, review, or allow — comes with a confidence level, the fraud type, and the evidence for and against, cited to your data.
What Companies Use It For.
Teams run it three ways, and most run all three at once.
Enrich the review queue
Every case your analysts open arrives with the investigation already done: the evidence pulled, the competing explanations weighed, and a recommendation with the reasoning attached. Analysts spend their time on judgment, not data gathering.
Screen activity nobody queued
MouseCat investigates transactions and accounts that never tripped a rule, surfacing organized fraud and scam activity with supporting evidence — often weeks before the first dispute would have arrived.
Act automatically on high-confidence cases
Where confidence is high, MouseCat can add friction, hold a payment, or clear a false positive on its own. You decide which actions it may take and at what confidence level, and you can move that line at any time.
It works both directions: MouseCat clears the false positives your other systems blocked — legitimate customers you are currently declining — as seriously as it catches the fraud they missed.
How It Works.
Give MouseCat a case and it pulls the relevant data from your systems directly: transactions, account history, device signals, prior cases.
It pursues several hypotheses at once — including the possibility that nothing is wrong — and tests each one against your real data by writing queries and running code.
A judge weighs the evidence and returns the verdict, and every claim in it cites the data behind it, so your reviewers, your QA team, and your examiner can check any step.
Results.
- Recovered by a single customer last month
- $1.5M+Recovered by a single customer last month
- Agreement with expert human agent decisions
- 90%+Agreement with expert human agent decisions
Measured on each customer's own reviewed cases, not a vendor benchmark.
Get started.
We'll walk you through MouseCat live.