AI Asset Discovery

Discover AI Across Your Enterprise

Gain full visibility into all AI systems—across internal builds, third-party tools, and embedded models—with real-time detection and classification that exposes unauthorized assets and goes beyond the CI/CD pipeline.

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The Challenge

Key risks and roadblocks this solution is built to address.
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Shadow AI Proliferation

Many AI models and tools are unauthorized and deployed without central visibility or approval.
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Unknown Risk Exposure

You can’t control what you can’t see, which creates unmanaged risk.
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Fragmented Records

AI system data are scattered across teams and platforms, creating visibility and oversight gaps.

How It Works

Core features that make this solution effective.

Continuous Observability

Automatically detects every AI model and tool in your enterprise.
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Structured Classification

Categorizes AI models by risk level, business unit, provider, and use case, creating a structured taxonomy.
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Governance Mapping

Builds a dynamic knowledge graph that shows relationships between systems, capabilities, and governance requirements.
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Business Impact

Results you can expect from this solution.
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Reduce Risk

Eliminates blind spots by uncovering shadow AI, high-risk models, and unauthorized assets.
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Accelerate Innovation

Reveals duplication, gaps, and opportunities—so you can move faster with clarity.
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Enables Confident Decisions

Provides leaders with visibility needed to understand and manage their AI ecosystem.

Platform Integration

How this connects to Holistic AI’s full governance platform.

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AI Asset Discovery enables enterprise-wide visibility and feeds essential inputs into Inventory, Risk Management, and External Compliance workflows.
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