Real-time
underwriting engine
for DeFi protocols
Given a protocol and an intended interaction, return a current underwriting assessment with confidence, reasoning, and what changed since last check. Continuously re-derived as governance, dependencies, and on-chain state shift.
Underwriting broke
Reports go stale in days
Governance votes, upgrades, and dependency shifts happen constantly. Human reports don't.
Static docs aren't a runtime signal
Machine consumers need structured, current risk state before signing, not a static document.
Volume crossed the threshold
100M+ agent-initiated transactions on Base in the last 12 months, up from near zero.
Consulting doesn't scale
Human-services businesses cover the top ten. DeFi is thousands of protocols, composed.
The result: risk answers that lag the assets they're supposed to protect.
The Product
One engine, three interfaces
An API. Given a protocol and an intended interaction, return a current underwriting assessment. The engine continuously re-derives as on-chain state, governance, and dependencies shift.
Continuously re-derived. Machine-readable. Composable-aware.
- Deep assessments replacing manual reports
- Pre-transaction checks called from any signing path
Protocol
Aave v3
Interaction
Supply USDC
Deep Assessment
Human risk teams
Monitoring Stream
Live delta feed
Pre-tx Check
Agent signing path
How it works
Query
Protocol and intended interaction sent to the API from a signing path or risk workflow.
Assess
Engine re-derives from live on-chain state, governance events, and the dependency graph.
Return
Structured response with confidence, reasoning, and the delta since last check.
Monitor
Ongoing stream flags material changes to your existing exposure as they happen.
Built for the machine underwriting era
Continuous re-derivation
Not a PDF frozen in time. The engine re-runs as on-chain state, governance events, and dependencies shift, so the answer you get is the answer as of now.
Machine-native output
Structured assessments with confidence and reasoning, callable from any framework's signing path.
Coverage that compounds
Each new protocol integration improves assessments of everything connected to it via composability.
Calibrated against realized loss
Ground-truth exploit history, dependency graph, and governance timeline, so confidence scores are grounded, not guessed.
Who uses Unified
Agent frameworks
Solver networks & intent architectures
Pre-transaction risk check wired into the signing path, the default risk feed for agent-initiated flows.
Protocol teams
Live dependency monitoring
Track material changes across your integrations, upgrades, and dependencies as they happen.
Human risk teams
Treasuries, funds, DAOs
Deep assessments replacing manual reports. Lido today, expanding to funds and treasury committees.
Request Whitelist Access
We're onboarding design partners across three lanes: human risk teams, agent frameworks, and protocol teams. Tell us where you fit.