UV Risk Engine
Risk Intelligence
for DeFi Vaults
Real-time, per-asset risk scoring with reasoning traces. Built for curators managing billions across lending protocols, yield vaults, and structured DeFi products.
Contagion Risk
A Year in DeFi
Five exploits. Over $950M in direct losses. Every one created downstream contagion that existing tooling missed.
Every one of these exploits created downstream contagion that spread faster than any team could react. The curators who survived had automated risk infrastructure. The rest became exit liquidity.
Risk Coverage
Per-Asset Scoring Across Every Vector
Composite risk scores (0-100) for every asset in your vault, broken down by category. Updated continuously. Every score change includes a reasoning trace.
Liquidity Risk
DEX depth across venues, CEX orderbook depth, concentration metrics, and slippage modeling at various sell sizes. Know exactly how liquid every position is — not just on paper.
Contagion Risk
Cross-protocol cascade detection. When an anomaly hits — depeg, large withdrawal, oracle deviation — the engine traces the contagion path across your entire exposure map in real time.
Smart Contract Risk
Audit status, time in production, bug bounty size, upgrade patterns, admin key controls, proxy contract monitoring. Euler passed 6 audits before losing $197M.
Oracle Risk
Cross-references every oracle feed against independent sources. Flags deviation, staleness, and manipulation patterns. The Chainlink glitch cost Moonwell $1M — nobody was validating in real time.
Counterparty Risk
Entity exposure, centralization vectors, key person risk, governance health. Tracks the people and structures behind protocols, not just the code.
Peg & Depeg Risk
Redemption mechanisms, backing composition, reserve adequacy, secondary market pricing. Monitors stablecoins and pegged assets for the early signs that precede a break.
How It Works
Forward-Deployed Into Your Stack
Deploy
We connect to your vault data sources and stand up per-asset risk scoring. Live output within the month — scores, alerts, reasoning traces.
Configure
We encode your risk policies, wire alerts into your workflows, and tune thresholds to your vault strategy. Your team runs it by day 90.
Expand
Layer compliance automation, AML surveillance, or security monitoring on top. One engine, compounding coverage across your entire operation.
90-day initial engagement. You see it work before signing anything long-term.
Why UV
What Makes This Different
We're not a risk consultancy. We're not a vault curator. We build the data infrastructure layer underneath.
No conflict of interest
We don't curate vaults, manage AUM, or trade. Pure risk intelligence infrastructure. No incentive to bias scores toward our own positions.
Reasoning traces on everything
Every score change includes a full reasoning trace — what changed, why it matters, what the engine considered. Structured for MiCA, DORA, and EU AI Act compliance out of the box.
Event-driven, not polling
Sub-block reaction time. A 30-second polling delay is enough time for an attacker to complete a multi-step exploit. The engine watches contract state changes as they happen.
Four years in production
The engine underneath has been running autonomous financial systems since 2022. Hundreds of millions in transactions processed. This isn't a prototype.
Any DeFi protocol
Morpho, Aave, Euler, Compound, and expanding
Multi-model reasoning
Frontier + specialized models, routed per risk vector
Your policies enforced
Configurable risk rules on every asset and action
No conflicts
No AUM, no vault curation, no trading. Pure infra.
Tell us what your vaults need monitored.
30 minutes. We'll scope the risk vectors that matter for your vaults, what a deployment looks like, and what you'd have running in a month.