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AI Data Security with Business Context and Risk Intelligence

Cyera
05/31/2026
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But often, that view is blurry. Identities have evolved from people to machines to service accounts. And now AI agents operate at machine speed. Until you know who these identities are, what data they touch, and how sensitive it is, you don't have the full picture. Sierra AI Guardian connects these dots, linking identities, data, and AI applications. It shows which tools are in use, who is using them, what data is involved, and how sensitive it really is. This context turns simple inventory into real security insights. That way you can spot shadow AI and understand exactly where the risks and opportunities lie. With AI Guardian, security doesn't slow your business. It makes sure AI is used responsibly, with data and identities protected at every step of the way. See every AI. Control every risk. Learn more at sierra.com

TL;DR

  • Traditional AI visibility tools show which applications are in use but lack critical context about identities, data access, and sensitivity levels that determine actual risk.
  • Cyera AI Guardian connects identities (including AI agents and service accounts), data assets, and AI applications to provide contextual security intelligence rather than simple inventory.
  • The solution enables security teams to detect shadow AI deployments and make informed decisions about AI adoption without impeding business velocity.

Summary

This product demonstration introduces Cyera AI Guardian, a solution designed to address the visibility gap in AI security by connecting identities, data, and AI applications. The video argues that traditional security approaches fail to account for the evolution of identities from people to machines, service accounts, and now AI agents operating at machine speed. AI Guardian provides contextual intelligence by mapping which AI tools are in use, who is using them, what data they access, and the sensitivity level of that data. This context enables security teams to identify shadow AI deployments and assess both risks and opportunities. The solution positions itself as enabling responsible AI adoption without slowing business operations, ensuring data and identities remain protected throughout AI workflows. The core value proposition centers on transforming basic AI tool inventory into actionable security insights through business context.

Chapters

0:00 - The AI Visibility Gap
0:13 - Identity Evolution Challenge
0:30 - AI Guardian Solution
0:54 - Responsible AI Enablement

Key Quotes

0:13 "Identities have evolved from people to machines to service accounts."
0:17 "And now AI agents operate at machine speed."
0:43 "This context turns simple inventory into real security insights."

Categories:
  • » Webinar Library » Cyera
  • » Cybersecurity » Data Security
  • » AI & Machine Learning
  • » Data Protection
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  • AI & Machine Learning
  • Data Privacy
  • Identity & Access
  • Security Operations
  • Product Demo
  • AI Security
  • Data Security
  • Identity Management
  • Shadow AI Detection
  • AI Governance
  • Data Context
  • AI Risk Management
  • Security Intelligence
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