Uncover Every GenAI Tool in Use Across Your Organization

Kovrr’s AI Asset Visibility module discovers and maps every GenAI tool and application, sanctioned or shadow, across the organization. The result is a comprehensive inventory that gives security and GRC leaders immediate insight into where GenAI systems operate, what data they access, how they are used, and the financial risk exposure they introduce.

Dashboard showing AI Asset Visibility with 37 total assets, including counts for sanctioned, shadow AI, pending review, blocked, and 3rd party assets, plus an inventory list with asset details and risk tiers.
What Kovrr’s AI Asset Visibility Enables
Designed for accuracy, scalability, and governance alignment, Kovrr’s AI Asset Visibility module gives enterprises the foundation to manage GenAI responsibly and at scale.
Complete AI Discovery

Identify every sanctioned, shadow, and embedded GenAI tool across the organization, including integrations within existing platforms or workflows, creating the first unified inventory of AI activity across the enterprise.

Automated Data Collection

Eliminate manual reporting with API integrations and secure data imports that automatically collect GenAI usage data from departments and vendors, validating each record before it’s added to the inventory.

Unified Source of Truth

Replace fragmented spreadsheets with a single, dynamic dashboard that maps GenAI tools, users, and data interactions in one verified view, complete with usage trends, filters, and searchable insights.

Audit-Ready Reporting

Generate exportable summaries and reports that satisfy board, compliance, and insurance inquiries with factual, up-to-date visibility data that includes record-level details and change tracking.

Foundation for Governance

Serve as the visibility layer powering Kovrr’s AI Governance Suite, creating a continuous data flow from discovery to financial exposure through AI Risk Quantification (AIRQ) and integration with other modules.

Quantification Enablement

Validate GenAI asset data to support exposure modeling and financial impact analysis, enabling accurate AI Risk Quantification (AIRQ) and defensible decision-making across the enterprise.

Core Capabilities That Power
Kovrr’s AI Visibility Module
CRUD
Operations

Create, update, and remove GenAI asset records to keep the inventory accurate and current.

CSV
Import

Bulk upload AI asset data via validated CSV imports for faster onboarding and standardization.

Asset Details
Page

View each asset’s description, department, data sources, users, and related risk attributes.

Risk Profile Integration

See each asset’s exposure signals and financial impact through direct risk model integration.

User Relationship Management

Map all users and business units to their respective GenAI tools for clear accountability.

Usage
Trends

Track the AI system and GenAI adoption and activity over time across teams and departments.

Filtering and Sorting

Seamlessly filter assets by category, vendor, or department, and sort by usage or risk.

Exports and Reporting

Export inventories or filtered views for audits, board reviews, and compliance reporting.

AI Asset Catalog interface showing a searchable list of 456 AI tools with categories, URL patterns, and risk levels labeled low or medium.

The Current Reality of Opaque GenAI Risk Management

Security and compliance teams are still piecing together fragmented GenAI usage data. Even sanctioned tools provide limited insight into who’s using them, how, and with what data. Common challenges include:

  • Manual workflows: Risk exemptions, approvals, and tool tracking are handled through docs and shared folders.

  • Limited visibility: Admin consoles and CASB tools capture partial data, leaving major blind spots.

  • Shadow AI adoption: Employees freely use tools like ChatGPT and Claude with no oversight.

  • No unified view: Data sits in silos, with no way to connect users, tools, and data sources.

Without a central, continuously updated inventory, GenAI governance remains reactive, preventing organizations from accurately modeling financial, compliance, and operational exposure.

Instantly Assess Third-Party AI Risk for Free

Third-party AI systems often introduce risk long before they appear in internal inventories. Kovrr’s AI Vendor Risk Catalog provides continuously updated intelligence on GenAI vendors, including vendor risk signals, regulatory exposure, incident history, and model-level considerations.

Discover and Map
Every GenAI Tool

Kovrr’s AI Asset Visibility module discovers and updates every GenAI system continuously, giving GRC teams a real-time foundation for oversight and governance.

  • Automated detection: Connects with identity systems and integrations to locate sanctioned, shadow, and embedded GenAI tools.

  • Flexible data collection: Combines integrations, surveys, and CSV uploads to consolidate usage data quickly and accurately.

  • Comprehensive coverage: Captures all GenAI activity, including tools with embedded or third-party monitoring features, for complete visibility.

  • Unified visibility: Produces a dynamic inventory that replaces manual tracking and fragmented reporting.

With Kovrr, organizations move from manual guesswork to a living system of record that reflects how GenAI operates and the financial risk exposure it generates across their environment.

Interface screen titled Discover AI Assets with options for Manual Discovery via questionnaire or Automated Discovery via integrations, including buttons to start each process.
Dashboard showing GPT-4 Customer Support asset details including status as sanctioned, high risk tier, risk score 78/100, business owner Sarah Chen, technical owner Mike Johnson, and production lifecycle stage.

Classify and Contextualize AI Usage

Once identified, Kovrr automatically organizes assets into a structured view showing how GenAI operates, what data it touches, and which safeguards apply.

  • Group GenAI tools according to their purpose, data sensitivity, and business function.

  • Link each asset to users and departments for accountability and ownership.

  • Flag GenAI activity or data flows that require additional review or added controls.

  • Generate executive-ready summaries to support governance and compliance.

This context turns a raw inventory into a dynamic operational map that informs policy, backs audits, strengthens accountability, and provides the structured inputs required to support AI Risk Quantification (AIRQ).

Why GenAI Asset
Visibility Matters

Kovrr’s AI Asset Visibility module provides a single source of truth for how GenAI operates across the enterprise. It gives security and GRC teams continuous awareness of where GenAI systems exist, who uses them, and what data they access. With this foundation, leaders can maintain accountability, demonstrate compliance, and make governance decisions grounded in measurable exposure and defensible financial insight.

Abstract digital cityscape made of vertical lines and dots in blue and orange tones on a dark blue background.

Quantify the Business Impact of GenAI Risk

Kovrr’s AI Risk Quantification (AIRQ) module builds on your visibility foundation by modeling realistic GenAI-related loss scenarios. It translates discovered assets into measurable exposure and projects financial impact, giving leaders a defensible basis for prioritizing safeguards and investments.

AI Asset Visibility FAQs

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Does Kovrr’s AI Asset Visibility connect to other GenAI modules?