AI-Powered Predictive Analytics

Predict rug pulls before they happen

AI-driven on-chain behavior analysis for early risk detection on Solana. Predictive, not reactive.

247+
Protocols Monitored
87%
AI Confidence
24-48h
Early Warning

Most tools detect incidents after funds are lost

On-chain behavior reveals early warning signals. RiskLayer focuses on prediction, not post-mortems.

Traditional security tools are reactive—they alert you after a rug pull has already occurred. By then, it's too late.

RiskLayer analyzes on-chain behavior patterns in real-time, identifying suspicious wallet activity, liquidity movements, and protocol interactions that precede malicious events. We detect risk before funds are drained.

Predictive, not reactive. Early warning signals, not post-mortems.

How RiskLayer Works

From on-chain data to early warning signals

On-chain Data

Continuous monitoring of wallet transactions, liquidity pool changes, and protocol interactions

TransactionsLiquidityInteractions

Pattern Detection

AI models analyze behavior patterns to identify anomalies and suspicious activity sequences

AnomaliesPatterns

Early Warning Signals

Actionable risk alerts generated before funds are drained, enabling proactive protection

PredictiveReal-time

See RiskLayer in Action

Explore the full dashboard with monitoring, detection, and early warning signals

Get a comprehensive view of how RiskLayer monitors protocols, detects anomalies, and surfaces early warning signals before funds are drained.

View Dashboard Preview

Risk Signal Preview

See what RiskLayer monitors and detects — before funds are drained

Risk Signal Preview

Example monitoring panel — static preview

Early Warning
Risk Score72

Elevated risk detected — monitor closely

Wallet Behavior Anomalies

Unusual withdrawal pattern

3x normal frequency

High

New wallet cluster activity

5 wallets, similar timing

Medium

Liquidity Movement Indicators

Pool Balance-18.2%
Large Withdrawal Rate4.2x baseline

Note: This is a static preview. Actual risk signals are generated in real-time from on-chain behavior analysis.

Monitoring & Detection

Three core capabilities for early risk detection

Monitoring

Continuously track wallet transactions, liquidity pool changes, and protocol interactions across Solana in real-time.

Pattern Detection

AI models analyze on-chain behavior patterns to identify anomalies that signal potential rug pulls or liquidity drains before they occur.

Prediction

Surface early warning signals and actionable alerts before malicious activity occurs, giving you time to protect your assets.

Who It's For

Built for the Solana ecosystem

Traders

Protect your positions by detecting risky protocols before you invest.

Protocol Teams

Monitor your protocol's security posture and detect potential threats early.

Security Researchers

Access advanced on-chain analytics to identify and research emerging threats.

Why RiskLayer

Security-first design for Solana DeFi

Predictive, not reactive

Our AI models identify early warning signals before malicious events occur—before funds are drained, not after.

Built for Solana

Optimized for Solana's unique architecture and high-speed transaction environment.

Security-first by design

Every feature is built with security and reliability as the foundation.

Get Early Access

Be among the first to protect your positions with predictive risk detection