AI Visibility

AI visibility is what CISOs and CIOs typically ask for first. It frames discovery and posture findings in terms that boards, regulators, and operating partners can reason about.

AI visibility programs commonly answer:

• What AI do we have?: An accurate inventory of models, agents, and integrations.
• Who uses it?: User and team-level adoption of AI features and tools.
• How risky is it?: Posture findings, incidents, and compliance gaps by asset.
• Where are the blind spots?: Shadow AI, untracked SaaS features, and developer experiments.
• Are we improving?: Trends in risk, control coverage, and incident response over time.

Mature AI visibility programs translate inventory and risk data into executive-level reporting that connects to business outcomes. That translation is often what unlocks the resourcing required to close the underlying gaps.

Programs that mature fastest also pair visibility data with scenario-based reporting (such as readiness for the next regulatory milestone) rather than only point-in-time inventory views.

How PointGuard AI Helps

PointGuard's AI Discovery and AI Security Posture Management combine to deliver an executive view of AI visibility that ties inventory, risk, and control coverage to business outcomes. The combination turns AI visibility into a regular operating cadence rather than an annual stocktake exercise.

Learn More

• NIST AI Risk Management Framework
• NIST AI 600-1 Generative AI Profile
• OWASP Top 10 for LLM Applications