Use cases
One engine for everything that should look normal.
Proven on financial crime. Built to learn what normal looks like anywhere.
Financial crime
BenchmarkedLaundering hides in the shape of money movement.
Rings and pass-through accounts only show up across the network and over time. That is where the agent looks.
Runs onTransfers, accounts, customers, cash activity
Scored on three public benchmarks. See the results
Ask it
Flag accounts that take in many small transfers from new counterparties and move most of it out within a day.
Flag groups of accounts that route funds in a loop back to where they started.
Security
Pack in developmentIntrusions are anomalies with intent behind them.
Stolen credentials look normal until you compare the user, host and service with their usual selves.
Runs onAuthentication logs, network flows, endpoint events, cloud audit trails
Looking for design partners. Talk to us
Ask it
Flag service accounts that sign in from a host they have never used, outside their usual hours.
Flag hosts whose outbound volume to new destinations jumps against their own baseline.
Fraud
Same engineFraud moves faster than a rule backlog.
Takeover and mule patterns change every quarter. A detector described in a sentence keeps pace.
Runs onLogins, devices, payments, payouts, disputes
Same engine; not yet benchmarked. Bring a dataset
Ask it
Flag new accounts that share a device or payout details with accounts closed for fraud.
Flag a password reset followed within the hour by a new payee and a large transfer.
Operations
TestedMachines drift before they fail.
The same loop, pointed at sensors. Each machine is compared with its peers.
Runs onSensor readings, maintenance logs, quality checks
Tested on public predictive-maintenance data. How it generalises
Ask it
Flag machines whose torque and tool wear drift away from peers of the same type.
Flag lines where the reject rate rises before any single sensor looks wrong.
Something else
Claims, trading, health, gaming, supply chains.
If your data has a normal, the engine can learn it.