Sherlock Unveils Audit Engine: A Comprehensive AI-Native Security Review Platform

Sherlock, a Web3 security company, has unveiled its Audit Engine, a new security auditing platform that brings together three layers of security intelligence for a more comprehensive review.

The platform, which has been in development and deployment with major protocol teams ahead of its public launch, uses frontier Large Language Models (LLMs), purpose-built AI auditors, and AI-enabled security researchers to identify vulnerabilities in on-chain systems.

Audit Engine attributes performance across the review stack, allowing teams to see which approaches delivered strong coverage, precision, and where individual systems contributed unique security signals that others missed.

This feature provides an empirical view of what actually worked on a protocol's code, helping shape future security spending, tooling, and review composition.