AI Discovery
Data Security Intelligence starts with continuous data discovery. Identify, understand, and prioritize sensitive data risk.
Data Discovery for the AI Enterprise
As AI systems and autonomous agents increasingly read, generate, and act on enterprise data, traditional assumptions about visibility no longer hold.
Data no longer:
- Changes slowly
- Has clear, static ownership
- Lives in a single location
- Is consumed only by people
Purpose-built for Today’s Dynamic Environment
Unlike point-in-time scans, AI Discovery establishes a living understanding of sensitive data that evolves as data moves, changes, and is consumed by both people and AI. Continuously ingests data, analyzes content, and correlate context.
Intelligence that moves from static awareness to continuous understanding.
Beyond Traditional DSPMs
AI Discovery transforms discovery from detection into intelligence.
Traditional discovery and DSPM tools generate disconnected alerts and static inventories without a direct path to protection. Data cannot be confidently protected, governed, or trusted for people or AI-driven workflows.
Instead of simply locating files, AI Discovery:
- continuously ingests data across the enterprise
- analyzes data content and usage context
- correlates sensitivity and business relevance
- enables risk-based prioritization
This creates an always-current understanding of sensitive data—designed to directly inform control, governance, and remediation.
Why AI Discovery
AI Discovery is architecturally different from traditional DSPM and discovery tools.
Traditional DSPM
- Repository-centric visibility
- Static classification
- Alert-only architecture
- Discovery isolated from enforcement
- Point-in-time exposure snapshots
AI Discovery
- Enterprise-wide continuous ingestion
- Continuously updated, context-aware intelligence
- Intelligence designed for control
- Closed-loop discovery → protection → remediation
- Living data intelligence
Key Benefits
Always-on Visibility
Maintain continuous awareness of sensitive data across the enterprise—even as data moves, changes, and is reused.
Meaningful Understanding
Understand which data matters most, why it’s sensitive, and how it’s being used—without manual interpretation.
Risk-driven Focus
Prioritize attention and remediation based on risk, not alert volume.
Actionable Intelligence
Move directly from insight to protection, reducing exposure without slowing the business.
TRUSTED BY INDUSTRY-LEADING ENTERPRISES
How AI Discovery Works
Continuously Ingests Data
Establish enterprise-wide intelligence across data environments.
Discover and Analyze Sensitive Data
Identify sensitive content and understand how it evolves.
Correlate Context and Risk
Derive relevance and priority from content and usage context.
Protect and Govern
Enable classification, protection, and remediation through integrated workflows.
Use Cases
Data Risk Intelligence
Maintain a real-time understanding of sensitive data exposure.
AI Readiness & Governance
Ensure data consumed by AI systems is understood, trusted, and controlled
Compliance at Scale
Prioritize sensitive data based on exposure, sensitivity, and context as data moves, grows, and evolves.
Establish Data Ownership
Empower data owners with context-rich insight and accountability
Request a Demo of AI discovery
Move Beyond Discovery. Establish Data Intelligence.
See how AI Discovery helps organizations understand, prioritize, and control sensitive data in environments built for AI.
