2 Concentric AI appears across 2 articles in the last 90 days, most recently in Concentric AI launches vision-model feature for sensitive document discovery (Aug 2026).
Who is Concentric AI?
Concentric AI is a data security platform vendor focused on context-aware protection for unstructured data across cloud and on-premises (on-prem) environments.
- Context-aware data security for unstructured content across Software-as-a-Service (SaaS), cloud storage, email, and enterprise repositories
- Autonomous data discovery and classification using Machine Learning (ML) for documents and messages
- Risk detection for oversharing, access misconfigurations, and sensitive data exposure
- Remediation workflows and policy controls to correct access, sharing, and permissions issues
- Integration with enterprise security stacks for Data Loss Prevention (DLP) and governance use cases
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More About Concentric AI
Concentric AI provides data security capabilities that focus on unstructured data, such as documents, presentations, source code, and emails, stored in enterprise systems and cloud collaboration platforms. Its platform is designed for use by security, risk, and compliance teams that need visibility into where sensitive business data resides, who has access to it, and how it is shared inside and outside the organization.
The company’s offering applies ML and Natural Language Processing (NLP) (ML/NLP) (data security) to automatically discover and classify unstructured data based on business context rather than only file attributes or fixed pattern matching. This context-aware approach is intended to recognize categories such as financial documents, legal agreements, intellectual property, or employee records by examining content, semantics, and relationships, which can support more precise identification of sensitive material across repositories.
Concentric AI’s platform (data security) typically connects to enterprise data sources including cloud storage services, collaboration suites, email systems, and on-prem file repositories via APIs and standard security integrations. It scans these environments to build an inventory of data assets, labels them according to sensitivity and business function, and highlights risks such as excessive permissions, public links, external sharing, or anomalous access relative to expected usage.
Within the enterprise security architecture, Concentric AI is positioned alongside DLP, Cloud Access Security Broker (CASB), and Data Security Posture Management (DSPM) tools. Its focus is on unstructured data understanding and risk analysis, which can complement rule-based DLP by providing context-driven classification and policy recommendations. The platform can feed alerts, classifications, and risk scores into existing Security Operations (SecOps) workflows, identity and access management systems, and ticketing tools.
For governance and compliance teams, the product supports mapping data to regulatory or internal policy categories, identifying where regulated or confidential information is stored, and validating that access controls and sharing configurations align with defined standards. Security teams can use the platform’s remediation capabilities to adjust permissions, remove risky sharing links, or trigger workflows that involve data owners in review and approval processes.
In a marketplace directory, Concentric AI aligns with categories such as data security, unstructured data protection, and DSPM. It is relevant for organizations adopting SaaS collaboration platforms, cloud storage, and hybrid work patterns, where unstructured business content is distributed across multiple services and access models. The platform’s context-aware classification and risk detection features position it as a tool for enterprises seeking to manage security and compliance for unstructured data at scale.
Our description of Concentric AI. Updated December 2025.
