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CodeWall's Autonomous Agent Reportedly Obtained Unauthorized Access to McKinsey's Lilli AI Platform Database

CodeWall reported that its autonomous agent exploited vulnerabilities in McKinsey's Lilli AI platform and obtained unauthorized read and write access to production systems, allegedly exposing internal chat messages, files, user accounts, and prompts. McKinsey confirmed the vulnerability and said it fixed the issue within hours, but said it found no evidence that client data or client confidential information were accessed.

Date it happened
2026-02-28
Organisation involved
McKinsey & Company, CodeWall
Product, system or model
Retrieval-augmented generation (RAG) system, Lilli, CodeWall autonomous offensive agent, AI-powered enterprise search system, AI document analysis system
Where this came from
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Attribution

This incident was imported from AI Incident Database and is used under CC BY-SA 4.0. Our additions to it — the structured fields, the translation, the checks against other reports — are published under the same licence.

This is a record of what was reported, not a finding that anyone broke the law. If it names your organisation and you believe it is wrong, the corrections process is free and open to everyone.