Follow the flow / Trace the block
Autonomous on-chain investigation

Where are the funds now?

TraceOps Labs runs an automated AI agent that traces stolen and suspicious on-chain funds — across chains and bridges, with a reconciliation-and-recovery focus — and returns an evidence-backed investigation dossier.

Invite-only today · intake via the Down Tracer Telegram bot

6+
Chains covered
15+
Bridges resolved
14
Dossier sections
100%
Reproducible findings
How it works

From a single lead to a full dossier.

You bring one starting point and a short description of the case. The agent does the tracing and reconciliation, and returns a structured report.

01

Submit a lead

Send an Ethereum wallet address or transaction hash to the Telegram bot, plus a short description of the suspected hack, scam, or relationship you need traced.

02

Autonomous trace

The agent decodes the source transactions, follows funds across chains and bridges, and clusters addresses — every hop annotated with a confidence level.

03

Reconciliation

It keeps a running ledger: total source vs. traced vs. current holders vs. unresolved gap. Each address is classified — attacker, helper, bridge, collector, current holder, entity stop, depleted, or unknown.

04

Dossier delivered

You receive a structured investigation dossier at a short-lived, single-user secure link — no dashboards to log into.

Capabilities

Built to answer one question: where did the money go?

The agent prioritizes locating material funds now — holders, balances, and paths — over writing a narrative.

Fund-flow tracing & recovery focus

Follows value from the source outward to current custody, so the report ends on where the funds are — not where they might have gone.

Cross-chain & bridge resolution

Resolves bridge legs to destination-chain custody, with a reverse-bridge check before concluding funds have stopped moving.

Wallet attribution & clustering

Groups related addresses and labels each by role, with defensible confidence rather than a single unexplained verdict.

Exploit forensics

Decodes the full source-transaction transfer set — internal txs, logs, pagination — and separates victim value sources (vaults, pools, lending markets) from attacker contracts, including flash-loan legs.

Reconciliation ledger

Every dollar is accounted for against the source total, with the unresolved gap stated explicitly instead of quietly dropped.

Entity handling

A deposit into a CEX, bridge, or mixer is treated as an entity stop with a recovery action — not as an invitation to guess at exchange-internal movement.

Coverage

Submit an Ethereum lead. We follow the money wherever it goes.

Intake is an Ethereum wallet or transaction today — but tracing does not stop at one chain. The agent pursues funds into Solana, TRON, BNB Chain, Bitcoin, and across the bridges in between.

Ethereum & EVM TRON Solana Bitcoin BNB Chain

NEAR is not yet supported.

EVM dataBlockscout — transactions, transfers, contract & token data across EVM chains.
BridgesAcross, Axelar, CCTP, Chainflip, deBridge, Hop, IBC, LayerZero, LiFi, Relay, Rubic, Symbiosis, THORChain, Wormhole, Bridgers.
TRONTronscan — transfers and entity tags.
SolanaHelius — account data and identity.
BitcoinTransactions, address history, and UTXOs.
AttributionEntity attribution sourced from public intelligence, plus market context for sizing.
The deliverable

An evidence-backed investigation dossier.

Every case produces the same fixed-structure report — authored by the agent, preserved byte-for-byte, and delivered as a rendered dossier page.

01 Case Metadata
02 TL;DR
03 Money Flow
04 Source Transactions
05 Attacker Cluster
06 Bridge / DEX / Infra
07 Final Destinations
08 First-Hop Branch Ledger
09 Reconciliation
10 Evidence Appendix
11 Recommended Actions
12 Watchlist
13 Caveats & Limitations
14 Confidence

Reproducible by design. Every finding ships with the query bundle that produced it — re-run it on your own node and get the same answer.

Evidence discipline. Verified facts, labels, and analyst inference are kept separate. The agent never invents a label, bridge mapping, balance, amount, or transaction.

Illustrative sample
TraceOps Labs · Investigation Dossier

Suspected drain — source wallet

CASE DT-XXXXXX · chain: ETH → multi-chain · status: illustrative

TL;DR

Funds left the source wallet through a DEX swap, bridged to a second chain, and split across several first-hop branches. Figures below are placeholders shown to illustrate structure — they do not describe a real case.


Reconciliation
Source total———
Traced to custody———
Current holders———
Unresolved gap———

Recommended actions

Freeze requests at named entity stops; watchlist entries for active branches.

Security

Handled like evidence, from intake to link.

Short-lived, user-bound links

Reports are served from private storage behind HMAC-signed links that expire in 15 minutes and are bound to the requesting user. Raw storage URLs are never exposed.

Isolated, one-off runs

Each investigation runs in isolation with cross-job memory disabled, so one case can never influence another.

Untrusted evidence model

All on-chain data, labels, and calldata are treated as untrusted evidence — never as instructions to the agent.

Get started

Under active drain, or reviewing a case?

TraceOps Labs is invite-only today. Intake runs through the Down Tracer Telegram bot — request access and we’ll get you onboarded.

Contact: [ add your Telegram / email here ]