Use cases

The scenarios that keep protocol teams up at night.

What happens when something moves that shouldn’t — and what VikingIntel surfaces in each scenario, from first signal to an evidence-backed investigation.

01High

Treasury compromise

A treasury multisig moves a large balance to an address with no history. Funds begin splitting within minutes.

MonitorDetectTraceCase
What VikingIntel surfaces

The transfer is flagged, the split is traced, the authority-changing transaction is surfaced, and you open a case in one click — the actor’s wallets go on a watchlist from the same screen.

02High

Stolen funds

Stolen assets move through a sequence of fresh wallets toward an exchange deposit.

TraceAttributeEvidenceHandoff
What VikingIntel surfaces

The flow is traced hop by hop to the deposit address, with a structured case record ready for the exchange’s security team.

03High

Sybil & airdrop analysis

A claimant list is about to be paid, and some wallets look scripted rather than organic.

ScreenClusterReviewExport
What VikingIntel surfaces

The snapshot is screened into evidence-backed clusters, reviewers approve or reject member-by-member, and precision is tracked against who actually gets funded.

04High

Suspicious admin activity

An authority change: an owner is removed and the multisig threshold drops. Legitimate-looking, and easy to miss.

What VikingIntel surfaces

The authority change fires as a signal, its history is reconstructed, and the case records the transaction and when it occurred.

05High

Wallet compromise

A key is compromised. The wallet begins transacting in a pattern it never has before.

What VikingIntel surfaces

Behavioral divergence surfaces against the wallet’s own baseline, and related wallets are mapped before funds disperse.

06Medium

Rapid fund movement

A large balance is split across dozens of addresses in seconds, then consolidated elsewhere.

What VikingIntel surfaces

The split window, the addresses involved, and the eventual consolidation are mapped as one case.

07Medium

Wallet screening

A counterparty, grantee, or integration partner needs a risk read before you engage.

What VikingIntel surfaces

A full behavioral profile with funding lineage, known-entity exposure, and a composite score — each component showing its own evidence.

08Medium

Bridge movement

Assets cross a bridge in an out-of-pattern direction and amount.

What VikingIntel surfaces

The bridge movement is flagged, the Solana side of the crossing is documented in the case within trace limits — activity past the bridge lives on another chain, outside what tracing can see.

09Medium

Exchange cash-out

The final leg: assets land at a known exchange deposit address.

What VikingIntel surfaces

The trace stops at the known entity, the deposit is labeled, and the structured case record supports the cash-out claim.

10Medium

Compliance investigation

A reviewer needs to explain why an address was cleared or escalated — weeks after the decision.

What VikingIntel surfaces

The typed evidence trail (observed, derived, attributed, inferred) plus methodology version and versioned report makes the rationale reconstructible.

11Medium

Ongoing monitoring

An incident is contained, but the actor’s wallets are still live and still holding funds.

What VikingIntel surfaces

Watched addresses raise webhook alerts on new movement against the same case file — so recurrence is caught early, not discovered late.

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