Shadow AI in the SDLC: A Practitioner Panel on Visibility, Risk, and the Road to Governed AI

Your security audits are passing, but that doesn’t mean your software supply chain is clean.

LLMs, agent frameworks, and unvetted MCP servers are already influencingproduction codebases – generating code, modifying workflows, and introducing dependencies outside established review processes.

This is shadow AI in the SDLC, and the gap between how fast it’s spreading and how slowly security programs are adapting is where real exposure lives.

In this panel, industry leaders will discuss what they’re seeing in real codebases, where current controls are falling short, and what you can do to regain visibility before governance gaps become an operational risk.

Topics include:

You can’t govern what you can’t see. Find out what your security program needs to keep up.

Meet The Speakers