Exposure Management

Exposure insights, powered by the data fabric.

Stop managing fragmented data. Start reducing risk. Security teams are drowning in signals but lack clarity on what matters. Critical context is spread across disconnected tools, inconsistent asset records, and stale inventories.  Prevalent AI continuously cleans, connects, and contextualizes your security data, identifying the exposures that matter. 

You have 20 tools telling you 20 different stories.

Discover

You cannot secure what you cannot accurately see. Prevalent AI continuously ingests data from across your environment, resolves conflicts, fills gaps, and maintains a single authoritative inventory of assets, identities, applications, and relationships
Asset Discovery
Continuously discover, classify, and reconcile assets across devices, cloud, identity, applications, and infrastructure into a single authoritative record.
Knowledge Graph
Natural Language Query

Assess

Security tools generate findings. Prevalent AI determines which ones represent real operational risk. By combining vulnerability data with asset criticality, exploitability, business context, identity exposure, and threat intelligence, teams gain a live understanding of where exposure actually exists and what requires action first.
Unify and Deduplicate
Correlate findings across tools and eliminate duplicate vulnerabilities, fragmented records, and conflicting data.
Continuous Monitoring
Contextualize

Prioritize

Remediation capacity is limited. Prioritize what matters most. Prevalent AI identifies the exposures that create genuine operational risk by analyzing relationships between assets, vulnerabilities, identities, business services, and active threats. Teams can focus their efforts on where it will reduce exposure fastest and avoid wasting time on isolated or low-impact findings.
Evaluate Your Exposure
Measure exposure at both the individual asset and aggregate organizational level to understand where risk is concentrated.
AI-Powered Risk Prioritization

Remediate and report

Reducing exposure is the outcome. Measuring, proving, and sustaining it is the discipline. Prevalent AI tracks remediation activity, measures its impact on overall exposure, and continuously reports control effectiveness against the frameworks and standards your organization operates under. Every action is measurable. Every improvement is visible. Every report is audit-ready.
Actionable insights
Deliver targeted remediation guidance based on real-world exploitability, operational risk, and business impact.
Measure performance
Automated reporting

Every attack surface. One continuously updated picture.

Device Exposure

Unprotected and unknown devices are a common attack vector. Maintain updated visibility across endpoints, servers, and key infrastructure. Identify posture gaps, misconfigurations, and exploitable weaknesses before they become operational risk.

Cloud Exposure

The speed of change and ephemeral cloud environments create risk. Centralize visibility across multi-cloud environments to detect drift, misconfigurations, excessive permissions, and publicly exposed assets in real time.

Identity Exposure

Identity is security’s most dangerous blind spot. Prevalent AI connects human and non-human identity data across HR systems, directories, IAM platforms, and cloud environments to build a complete picture of every human, service account, and AI agent operating in your environment.

Data Exposure

Data loss is a critical risk to most organizations. Track sensitive data across storage, movement, and access pathways to identify unnecessary exposure, risky access patterns, and policy violations.

Application Exposure

Continuously identify vulnerabilities, insecure dependencies, and software risks across applications and development pipelines.

One contextual foundation. Many security use cases.

Because the underlying data is continuously cleaned, connected, and contextualized, Prevalent AI supports multiple security use cases from the same operational foundation.
Asset management and visibility
Maintain a continuously updated inventory of assets, identities, applications, and infrastructure across the enterprise.
Vulnerability Management
Identity and Privileged Access
Cloud Security Posture Management
Continuous Controls Monitoring
© Prevalent AI 2026