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Agents Break Data Security — And Here's What You Do About It

  • Workshops

AI Engineering teams are trying to secure AI systems built from components that didn't exist a year ago: agents, tools, memory, context graphs, orchestration frameworks. Traditional security wasn't built for any of this.

Here are 3 things practitioners are getting wrong right now:

  • Agents are the new microservices
  • Memory is where sensitive data goes to retire
  • Your AI supply chain just got bigger than your software supply chain. 

This session covers real architectures, real failure modes, and what runtime data control actually needs to look like when agents are making access decisions you never anticipated.

Amruta Moktali

Chief Product Officer

Amruta Moktali

Skyflow

Amruta Moktali is an innovative, customer-focused product management leader with developer roots. She has held executive product leadership roles at several software companies, including Cleo, Salesforce, Topsy Labs, and Microsoft, where she built data-driven products in search, AI, and analytics across multiple industries.

The AI Conference for Humans Who Ship

While other conferences theorize, AI Council features the engineers shipping tomorrow's breakthroughs today.

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