Why ARACHNE Exists
The Blockchain Is Public.
But Not Readable.
Ethereum records every transaction permanently and publicly — but a wall of raw hex data and transaction hashes is not intelligence. ARACHNE was built to close that gap: transforming public ledger data into something you can actually see, navigate, and act on.
The Foundation
Why Blockchain Transparency Matters
One of crypto's most powerful properties is also one of its least understood: every transaction is permanently and publicly recorded. Unlike traditional finance — where transaction data sits behind proprietary systems and regulatory walled gardens — the Ethereum blockchain is an open ledger that anyone can read.
That transparency is the foundation of trust in a trustless system. It means that illicit flows, rug pulls, and sanctioned wallet activity do not disappear — they leave a permanent, immutable record. The question is not whether the data exists. The question is whether you can read it.
ARACHNE is built on the conviction that public data should be publicly accessible — not just to those with enterprise budgets and specialised software, but to investigators, compliance professionals, researchers, and individuals who need answers.
The Problem
Why Traditional Tools Fall Short
Block explorers are excellent archives. They are not investigation tools.
One hop at a time
Block explorers show you one wallet's transactions at a time. Following the money requires clicking through dozens of pages manually — a process that does not scale.
No visual structure
A table of transaction hashes does not reveal network structure. Without visualisation, you cannot see clusters, loops, or the web of connections that give context to individual transactions.
No risk signals
Block explorers do not tell you whether a wallet has touched a mixer. You need to know that a wallet three hops away has Tornado Cash exposure — and that information is not surfaced automatically.
Enterprise pricing
The leading blockchain analytics platforms — Chainalysis, Elliptic, TRM — charge tens of thousands of pounds per year. That locks out the vast majority of potential users.
Complexity overload
Enterprise tools are built for teams with training budgets and dedicated analysts. They are not designed for the investigator who needs an answer in five minutes.
Slow workflows
Submitting wallet addresses to compliance platforms, waiting for reports, and exporting results to external tools adds hours of friction to what should be a fast lookup.
The Method
Why Visualisation Changes Everything
The human brain is extraordinarily good at processing visual patterns — and extraordinarily poor at processing tables of transaction hashes. When you render a wallet's network as a force-directed graph, patterns that would take hours to find in raw data become immediately obvious.
You can see clusters of wallets that all connect to the same address. You can see a central hub wallet that routes funds through a dozen intermediaries before reaching its destination. You can see the exact point where a clean wallet's network touches a high-risk one.
This is why ARACHNE was designed around a graph-first interface. The visualisation is not a supplementary feature — it is the product. It is the thing that turns raw blockchain data into actionable intelligence.
Pattern recognition
Graph structure reveals clustering, layering, and obfuscation patterns that are invisible in tabular data.
Immediate context
Node colour and size give you risk signals and relative volume at a glance — no need to cross-reference separate data tables.
Navigable depth
Pan, zoom, and click through the graph to investigate specific wallets without losing sight of the broader network.
Shareable evidence
Export the graph as a PNG for inclusion in reports, disclosures, or legal filings — a single image that tells the full story.
The Stakes
Why Risk Detection Is Non-Negotiable
Crypto mixers — tools like Tornado Cash — are specifically designed to break the transaction trail on a public blockchain. Funds are deposited, mixed with other users' funds, and withdrawn to a fresh address. The connection between origin and destination is severed.
This is not a theoretical problem. In 2022, the US Office of Foreign Assets Control (OFAC) sanctioned Tornado Cash, designating it as a tool used to launder proceeds of cybercrime. Receiving funds that have passed through a sanctioned mixer — even unknowingly — carries regulatory and reputational risk.
ARACHNE automatically checks every wallet in your trace graph against known mixer contract addresses. You do not need to remember which contracts to check. You do not need to trace each hop manually to discover that a wallet three layers deep has mixer exposure. ARACHNE surfaces it automatically, so you can make informed decisions before funds move.
A note on context
Mixer interaction is a risk signal, not a verdict. ARACHNE flags it so you have the information — what you do with that information depends on your context, role, and jurisdiction. ARACHNE does not make legal determinations; it surfaces data so you can.
The Network
Why Ethereum First
Ethereum is the world's largest programmable blockchain by transaction volume, developer activity, and total value locked. It is the home of DeFi, NFTs, stablecoins, and the vast majority of on-chain economic activity outside of Bitcoin's simple value transfers.
Critically, Ethereum's transaction model — where addresses interact directly with contracts, wallets, and liquidity pools — creates rich, interconnected transaction graphs that reward tracing. Bitcoin's UTXO model is structurally different; Ethereum's account model is what makes force-directed network tracing so powerful.
Support for additional EVM-compatible networks is on the roadmap. For now, ARACHNE traces Ethereum mainnet — where the vast majority of investigation-relevant activity occurs.
Programmable
Smart contracts make Ethereum's transaction graph orders of magnitude richer than simple value transfer chains.
Most liquid
The largest DeFi ecosystem means the most significant fund flows to trace and the most mixer activity to detect.
Open data
Ethereum's public ledger provides complete, permanent transaction history for every address on mainnet — accessible in real time.
EVM foundation
Ethereum's account model is structurally ideal for graph-based transaction network analysis.
The Moment
Why Now
Regulatory scrutiny of crypto assets is accelerating globally. FATF travel rule requirements, MiCA in Europe, and evolving enforcement action in the US and UK are pushing compliance obligations down to individuals and smaller organisations who previously operated without formal blockchain analytics capability.
At the same time, on-chain crime is growing in sophistication. Mixer usage, cross-chain bridging, and wallet clustering techniques are increasingly used to obscure fund origins. The gap between what illicit actors can do and what defenders can see is widening — unless they have the right tools.
ARACHNE exists to narrow that gap. Fast, accessible, and affordable — built for the investigator who needs answers, not the analyst who has a week to write a report.
See it for yourself.
A 7-day free trial, no credit card required. Trace any Ethereum wallet and understand its full transaction network in under a minute.