What is an Exposure Assessment?

An Exposure Assessment evaluates how exposed your AI system is to potential risks based on its deployment context, usage patterns, and accessibility. It answers a critical question that other assessments do not: how likely is it that identified risks will actually be triggered in the real world?

Risk severity alone does not determine impact. A system with a known vulnerability that is only used internally by a small team carries very different risk than the same system deployed to thousands of external users. Exposure Assessment helps your governance team make that distinction.

Why exposure matters

Two AI systems can have identical risk profiles from a technical standpoint, but very different real-world impact depending on how and where they are deployed. Exposure Assessment helps you prioritize your governance efforts by understanding:

• How many people interact with the system and who they are
• Whether the system is internal-only or customer-facing
• How frequently the system is used and in what contexts
• Whether there are entry points where risks could be exploited

Without exposure context, your team might spend time mitigating low-impact risks while high-exposure systems go unaddressed. Our Exposure Assessment makes sure you are focusing on what matters most.

How we assess exposure

Our platform evaluates exposure by analyzing signals from the Asset, including:

• Deployment context - such as user access, integrations, and interfaces
• How and where the AI system is used within broader workflows
• Interaction frequency and entry points for misuse or failure

Exposure is evaluated alongside the risk signals from your other assessments to provide a more complete risk picture. A high-risk finding combined with high exposure is prioritized very differently than the same finding with low exposure.

What you see in the platform

After completing an Exposure Assessment, your team gets:

• Exposure indicators linked to identified risks across your other assessment results
• Contextual information that affects the likelihood and potential impact of each risk
• A qualitative exposure classification that helps you prioritize governance actions

This information is displayed alongside the Asset's other risk scores, giving you a single, comprehensive view of both the severity and the real-world likelihood of each risk.

How exposure connects to risk prioritization

Exposure is one of the six dimensions we evaluate during Risk Mapping. The Exposure Assessment provides a deeper look at deployment context and real-world accessibility. Combined with results from your Bias, Robustness, Transparency, Privacy, and Efficacy assessments, Exposure gives your team the full picture they need to make informed, risk-based governance decisions.