Sherlock Audit Engine Adds Self-Serve Reviews

Sherlock is turning AI security review from a bespoke engagement into configurable infrastructure—but teams still need human judgment before treating findings as audit-grade assurance.

• –Self-serve access lowers friction for targeted reviews between major audit milestones.
• –Restricted model integration broadens the range of security approaches attacking the same codebase.
• –Expanded controls should help teams tune review scope, depth, and model participation.
• –Sherlock’s strongest differentiator remains coordinated validation and deduplication across models and researchers.
• –Developers should use the output to improve coverage and triage, not replace independent security sign-off.