Uncover Every AI Tool and Agent in Use Across Your Organization
Kovrr’s AI Asset Visibility platform discovers and maps every AI 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 and autonomous AI agents operate, what data they access, how they are used, and the financial risk exposure they introduce.
Kovrr’s AI Visibility Tool
The Current Reality of Opaque AI Governance
Security and compliance teams are still piecing together fragmented AI 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 use tools like Claude and autonomous AI agents 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, AI governance and security 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 AI vendors, including vendor risk signals, regulatory exposure, incident history, and model-level considerations.
Discover and Map Every AI Tool and Autonomous Agent
Kovrr’s AI Asset Visibility platform discovers and updates every AI system and autonomous agent continuously, giving GRC teams a foundation for oversight and governance.
Automated detection: Connects with identity systems and integrations to locate sanctioned, shadow, and embedded AI tools.
Flexible data collection: Combines integrations, surveys, and CSV uploads to consolidate usage data quickly and accurately.
Comprehensive coverage: Captures all AI and agentic AI activity, including tools with 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 AI operates and the financial risk exposure it generates across their environment.
Classify and Contextualize AI Usage
Once identified, Kovrr automatically organizes assets into a view showing how AI and autonomous agents operate, what data they touch, and which safeguards apply.
Group AI tools and agents according to their purpose, data sensitivity, and business function.
Link each asset to users and departments for accountability and ownership.
Flag AI and agentic AI 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 ultimately reduces exposure.
Route AI Assets Through Review and Approval
Discovery produces an inventory. Kovrr then routes each discovered AI tool and agent through review, where administrators can approve or block.
Review status: Every discovered asset carries a state of sanctioned, shadow, pending review, or blocked.
Recorded sign-off: Each decision is stored with the approver, timestamp, and rationale, producing an attestation record available for audit.
Assigned ownership: Business and technical owners are named on every asset, establishing accountability for the decision and continued oversight.
Approval history is recorded, giving auditors documentation of which AI systems were permitted, by whom, and on what basis.
Score AI Risk Continuously and Diagnose What Drives It
Approval sets a starting position. Kovrr then scores every AI asset continuously, updating as new telemetry arrives from connected sources.
Automatic recalculation: Scores update as signals arrive from connected sources, without manual reassessment.
Score attribution: Each score breaks down into weighted components covering the full spectrum of risk.
Score history: Every asset retains a full scoring history, showing how exposure has changed since it entered production.
Alerting on movement: Severity increases, newly discovered assets, and control failures generate alerts routed to the owners accountable for the asse
Scoring reflects how AI systems operate in production, giving owners a current view rather than a point-in-time assessment.
Why AI Visibility Software Matters
Kovrr’s AI Asset Visibility software provides a single source of truth for how AI and agentic AI operates across the enterprise. It gives security and GRC teams continuous awareness of where AI 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.
Quantify the Business Impact of AI Risk
Kovrr’s AI Risk Quantification (AIRQ) module builds on your visibility foundation by modeling realistic AI-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
Schedule a DemoWhat is AI asset visibility?
How does Kovrr discover AI tools and autonomous agents in use across the organization?
Can the AI Asset Visibility tool replace manual AI tracking workflows?
Does Kovrr's AI Asset Visibility platform connect to other AI governance modules?
