Real-time Risk Alerts

Flag the pattern before it has a label.

Surface emerging scam and laundering patterns — like pig-butchering flows or new mixer routes — and send them to analysts for review, even when no known risk label exists yet.

New cluster flagged for review
Pattern flagged for review
Promoted to policy rule
The gap it closes
Known risk labels can lag behind new activity
New scam patterns move fast
By the time a provider ships a detection rule, a pattern may already be widespread.
Behavioral, not just signature-based
Real-time alerts look at behavior sequences, not only known bad addresses.
Feeds back into policy
Confirmed patterns get promoted into a permanent policy rule, closing the loop.
Where it shows up

Runs quietly, escalates loudly

01.
Continuous background scoring

Every new case is scored against currently emerging patterns, not just historical rules.

02.
Human confirmation

A flagged pattern goes to an analyst for confirmation before it can escalate cases automatically.

03.
Promoted into policy

Confirmed patterns become a named rule other decisions can now reference and audit against.

See how an emerging pattern is investigated

Walk through an alert, the analyst review and the resulting policy update.