CHAINJACKAL
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Crypto-Wallet Forensics

Follow the money to the end of the chain.

CHAINJACKAL traces the flow of funds across every chain, scores the risk, and proves each finding with the on-chain evidence — and the plain-English reasoning — a regulator or a court will accept.

FORENSIC INTELLIGENCE · CONFIDENTIAL · JUNE 2026
● ACTIVE CASE — CJ-2026-0417
The problem
The problem

Illicit value doesn't vanish. It hides.

Stolen funds get split, mixed, peeled and bridged across chains until the trail reads like noise. Every hop is engineered to break the link to the one before it. Tap each hop to see the move it makes.

▪ Select a hop to reveal the obfuscation technique behind it.
0 / 6 HOPS REVEALED Six hops. To a block explorer, six unrelated transactions. To CHAINJACKAL, one laundering route — reconstructed end to end.
Why manual tracing fails
The second problem

An explorer shows you transactions. It never shows you the truth.

A block explorer lists raw movements between anonymous strings. It won't tell you whose wallet that is, that two of them are one hand, or that the money came from a mixer. Flip the same five transactions between the two views.

The solution
The solution

Trace. Cluster. Score. Prove.

One subject address goes in. A defensible verdict comes out. Four engines carry the case from first lookup to court-ready record — and every step is logged.

01

Trace the funds

Follow value across wallets, chains and bridges — through the obfuscation, not just the direct hops. Upstream to the source, downstream to the cash-out.

MODULE — TRACE
02

Cluster the wallets

Group the addresses controlled by one hand using common-input, change and behavioural heuristics. Every merge is explained and reversible.

MODULE — CLUSTER
03

Score the risk

A single 0–100 score and a clear verdict, decomposed into named, evidenced findings — with the benign reading it could otherwise be.

MODULE — EXPOSURE
04

Prove the finding

A hash-chained forensic record: every verdict tied to verbatim on-chain evidence and a chain of custody a reviewer can replay.

MODULE — CASE

Two more engines — SOURCE (source-of-funds) and TAG (attribution) — run underneath. The full set follows.

What it is, and is not
What it is, and what it is not

Forensic intelligence. Never a custodian.

CHAINJACKAL reads public chain data and reasons about it. It never holds, moves, or touches a single satoshi — which is exactly why its evidence holds up.

✓ What the platform does

  • Traces funds across BTC, the EVM family, Tron and Solana in a single case.
  • Clusters wallets with reversible, explained merges — you can dispute any one.
  • Scores risk with verbatim on-chain evidence and a could-be-legitimate counter-read.
  • Reconstructs source-of-funds back to the origin, hop by hop.
  • Writes a court-ready, hash-chained record with full chain of custody.

✕ What it never does

  • Never holds keys, signs, or moves funds — there is no transaction risk.
  • Never trades, brokers, or touches value of any kind.
  • Never flags a wallet without on-chain evidence behind it.
  • Never inflates a score — borderline calls are only ever revised down.
  • Never sends your case to a vendor cloud. Local-first by default.
Read-only · Local-first · Evidence or nothing
Trace a wallet
Trace a wallet

Paste an address. Watch the money move.

CHAINJACKAL pulls the wallet's full history and walks the fund flow hop by hop — upstream toward the source, through every mixer and bridge in between. Here it traces the subject deposit back to where the money was born dirty.

Module demonstratedTRACEcross-chain fund tracer
Ready — press Run trace to follow the funds upstream.
⚑ TRACE COMPLETE · origin reached in 6 hops · sanctioned source · verdict HIGH
The clustering moat
The moat

How we know two wallets are one hand.

Attribution is the incumbents' real moat — and clustering is how you earn it. CHAINJACKAL groups the addresses one entity controls, and unlike a black box, it shows the exact reason for every merge — so you can dispute and reverse any one. Pick a heuristic.

Module demonstratedCLUSTERheuristics · wallet clustering
▪ Select a heuristic to see why two addresses merge into one entity.
MERGE CONFIDENCE
Every merge is logged with its triggering evidence · analyst can split any cluster · the split persists.
The exposure score
The score

A number you can defend.

Risk is one 0–100 score with a clear verdict — but every point decomposes into named, weighted findings, each tied to evidence. Dispositive offences (sanctions, mixers, illicit origin) are kept separate from ordinary behaviour, so a busy exchange is never mistaken for a launderer.

Module demonstratedEXPOSUREillicit-source exposure scoring
0
/ 100 RISK
VERDICT · HIGH
FindingSeverityWeightVerdict
Sanctions match — traces to OFAC SDN clustercritical×40High
Mixer interaction — Tornado-class poolhigh×25High
Peeling chain — 4 hopshigh×20Risky
Convergence point — laundering hubhigh×18Risky
Coordinated fan-out — 50 burst walletshigh×15Risky
Bridge interaction — THORChainmedium×12Accept.
Exchange interaction — legitimacy offsetinfo−5Clean

▪ Predicate-gated: no behavioural signal alone can drive HIGH — only a dispositive offence can. Score capped & adversarially re-checked.

Through the mixer
The obfuscation

We don't lose the trail at the mixer.

A mixer's whole job is to cut the on-chain edge between a deposit and a withdrawal. CHAINJACKAL re-derives the probable link from what the mixer can't hide — timing and amount — and surfaces it as a lead with a confidence, never as proof.

Module demonstratedSOURCEsource-of-funds reconstruction
Deposits and withdrawals share no visible edge inside the pool.
86%
Match confidence
−0.8%
Amount delta
6 min
Time delta
Attribution
Attribution

From 0x9d3f to a name.

A string of hex means nothing to a court. TAG resolves addresses to named entities — and unlike the incumbents, it ships the provenance and a confidence with every label, not just the tag. Hover a wallet from the case to attribute it.

Module demonstratedTAGentity attribution · labels
0xc0d3…deadhover to attribute
Lazarus-class cluster Sanctioned
Source: OFAC SDN list · attribution: direct · confidence 100% — confirmed
0x7f1a…c599hover to attribute
Tornado-class pool Mixer
Source: public mixer registry · attribution: direct · confidence 96%
0x1f3a…b6d4hover to attribute
THORChain router Bridge
Source: contract registry · attribution: direct · confidence 99%
0x9d3f…a981hover to attribute
Exchange deposit address Exchange
Source: deposit-address heuristic · attribution: cluster · confidence 88%
0x4c8b…77e2hover to attribute
Convergence hub Cluster-inherited
Source: betweenness + behavioural · attribution: heuristic · confidence 71%
0x2e90…4d77hover to attribute
Fan-out wallet Cluster-inherited
Source: burst-creation cluster · attribution: inherited · confidence 64%
Inside the engine
Inside the engine

Every pattern has a detector.

Six engines do the work no analyst should do on trust. Each owns one way money tries to disappear. Hover a module to see what it is and the move it kills.

The case file
The immutable record

Written once. Court-grade.

Every step of the investigation is written to a single append-only ledger — each entry hash-chained to the one before it. Nothing can be edited or deleted. Try to alter a finding and watch what happens.

Module demonstratedCASEforensic ledger · report
AUDIT RECORD · CASE CJ-2026-0417APPEND-ONLY
Immutable — an override is appended as a new entry, never a change to an old one.
Who it's for
Who it's for

Built for the people who have to be right.

When the answer to "where did the money go?" has to survive a regulator, a court, or a defence lawyer — the finding has to be provable, not just plausible.

Exchanges & VASPs
KYT, source-of-funds and deposit screening that stands up to a regulator — with the evidence attached.
Law enforcement
Asset tracing and attribution built straight into an evidence file, on any chain, end to end.
Compliance & FIUs
Sanctions exposure and SAR-ready findings where every flag carries its on-chain proof.
Investigators & law firms
A defensible, replayable account of how funds moved — from first transaction to cash-out.

The chain remembers everything. CHAINJACKAL makes it testify.

CHAINJACKAL
FORENSIC INTELLIGENCE · FOLLOW THE MONEY. PROVE THE STORY.
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