Detection

Typology Engine

Pre-built laundering pattern libraries, a custom typology builder and AI-driven cluster matching against known threat-actor playbooks.

What the Typology Engine delivers

The Typology Engine is your laundering playbook. It pairs a library of known laundering patterns with an AI detector that scores any actor's on-chain behavior against those patterns — telling you which known threat-actor playbook a cluster most resembles, and why.

What you get
Pattern library

A curated catalog of laundering typologies (ransomware, mixing, peel chain, pig-butchering…), each with behavioral indicators and the threat actors who use them.

Custom builder

Create your own typology — name it, set category and severity, list behavioral indicators and tag associated threat actors.

AI cluster matching

Score any actor's on-chain cluster against the whole library and get ranked percentage matches with reasoning and likely attribution.

Threat attribution

Matches name the most likely threat actor (e.g. Lazarus Group) and cite the exact indicators observed in the cluster.

How to use it — step by step
  1. 1

    Start on the Library tab to browse the pre-built laundering patterns. Use the category dropdown to filter by family (ransomware, mixer laundering, peel chain, etc.).

  2. 2

    Each card shows the pattern's severity, behavioral indicators (▸ bullets) and the known threat actors associated with it. A lock icon marks a built-in pattern.

  3. 3

    Click 'New Typology' (top-right) to create your own: enter a name, choose category and severity, write a description, add indicators and list associated threat actors.

  4. 4

    Your custom typologies appear in the library alongside the built-in ones and can be deleted with the trash icon (built-ins are protected).

  5. 5

    Switch to the AI Detection tab to match a real cluster: pick an actor, then hit 'Run detection'.

  6. 6

    The engine returns a verdict headline plus ranked matches — each with a match %, matched indicators, likely threat actor and glass-box reasoning. Only matches above 40% are shown.

AI detection scores a cluster against the live library, so adding richer custom typologies improves match quality. Match percentages reflect the overlap between the cluster's observed signals and each typology's indicators.
11 patterns
Sanctions Evasion

Sanctions Evasion Route

High

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸peel chain
▸chain hopping
▸rapid dispersion
▸sanctioned counterparty
Karakurt Extortion
TraderTraitor
Peel Chain

Mixer Layering

Medium

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸sanctioned counterparty
▸round-number transfers
▸mixer hop
▸peel chain
+1 more indicators
Sinbad Mixer Ring
Evil Corp
Pig Butchering

Darknet Settlement

Critical

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸round-number transfers
▸sanctioned counterparty
▸mixer hop
▸peel chain
+1 more indicators
TraderTraitor
Lazarus Group
Sinbad Mixer Ring
Pig Butchering

Ransomware Cash-Out

Medium

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸peel chain
▸mixer hop
▸rapid dispersion
Scattered Spider
Tornado Cash Cluster
Ransomware

Ransomware Cash-Out

Critical

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸mixer hop
▸round-number transfers
▸rapid dispersion
▸sanctioned counterparty
+1 more indicators
FIN7 / Carbanak
Tornado Cash Cluster
Conti Syndicate
Sanctions Evasion

Darknet Settlement

Medium

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸round-number transfers
▸rapid dispersion
▸sanctioned counterparty
▸mixer hop
+1 more indicators
Tornado Cash Cluster
Mixer Laundering

Ransomware Cash-Out

Medium

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸round-number transfers
▸peel chain
▸rapid dispersion
▸chain hopping
Sinbad Mixer Ring
Lazarus Group
Wizard Spider
Mixer Laundering

Pig-Butchering Funnel

High

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸mixer hop
▸rapid dispersion
▸sanctioned counterparty
▸round-number transfers
+1 more indicators
Karakurt Extortion
Wizard Spider
Mixer Laundering

Ransomware Cash-Out

Critical

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸sanctioned counterparty
▸round-number transfers
▸peel chain
RaaS Affiliate #7
Evil Corp
Tornado Cash Cluster
Ransomware

Mixer Layering

Medium

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸rapid dispersion
▸mixer hop
▸chain hopping
▸sanctioned counterparty
Conti Syndicate
Garantex OTC Desk
Mixer Laundering

Sanctions Evasion Route

High

A recurring laundering pattern characterized by a sequence of structured on-chain behaviors designed to obscure fund origin.

▸round-number transfers
▸mixer hop
▸chain hopping
Karakurt Extortion
RaaS Affiliate #7