Data Security Posture Management
See where sensitive data lives, understand what matters, and continuously reduce risk with autonomous remediation.
Concentric AI goes beyond rules, patterns, and basic discovery to understand the meaning and context of data across your environment.
Your Data, Discovered and Demystified
Discover sensitive data across your environment and understand what makes each asset important, risky, or worth protecting.
Comprehensive data discovery
Semantic data understanding
See data across human and non-human identities
Context-rich risk assessment
Continuous monitoring without the overhead
From Data Darkness to Enlightenment
Replace data security guesswork with the intelligence to focus resources, reduce exposure, and make better decisions.
- Prioritize what matters. Cut through thousands of findings and focus security teams on the data and exposures that represent meaningful business risk.
- Reduce unnecessary exposure. Identify excessive access, exposed sensitive data, and unnecessary information that increases your attack surface.
- Strengthen compliance readiness. Maintain a current understanding of sensitive data and potential gaps to support ongoing privacy and regulatory requirements.
- Accelerate security operations. Give teams the context they need to investigate and respond faster, without spending hours piecing together information from multiple tools.
- Build a safer foundation for AI. Understand what sensitive and business-critical data exists before it is accessed, shared, or used by AI systems.
Frequently Asked Questions
What is Data Security Posture Management (DSPM)?
DSPM is the practice of discovering sensitive data, determining where it resides, identifying who can access it, assessing associated risk, and continuously monitoring the organization's data security posture. Concentric AI combines these capabilities with semantic data understanding and automated remediation.
What types of data can Concentric AI discover?
Concentric AI discovers both structured and unstructured data, including sensitive personal information, financial data, intellectual property, business-critical documents, confidential information, and other data identified through its semantic understanding of content and context.
Does Concentric AI scan all data or do sampling?
Concentric AI scans the full dataset rather than relying on sampling. This provides a more complete and accurate understanding of the data estate and helps reduce the risk of missing sensitive or business-critical information.
Can Concentric AI identify data that doesn't follow a predictable pattern?
Yes. The Concentric AI Semantic Intelligence™ Engine understands the meaning and context of content rather than relying solely on predefined patterns or regular expressions. This enables it to identify information such as intellectual property and business-critical documents that may not contain conventional sensitive-data patterns.
Does Concentric AI require rules, regex, or classifier training?
No. Concentric AI uses pre-trained AI and language models to understand data semantically, reducing the setup and ongoing maintenance of manually created rules, regex patterns, or trainable classifiers.
How does Concentric AI reduce false positives?
Concentric AI evaluates data based on semantic meaning and context rather than relying solely on pattern matches. This helps distinguish genuinely sensitive or business-critical information from files that happen to contain a particular word, number, or pattern.
How does DSPM identify data security risk?
Concentric AI combines data sensitivity and context with information about access, exposure, and usage to help organizations understand which data presents meaningful security risk. This allows teams to prioritize issues based on actual context rather than simply the presence of sensitive data.
Does Concentric AI continuously monitor data security posture?
Yes. Concentric AI continuously monitors the data environment as information, access, and risk change, helping organizations maintain an up-to-date view of their data security posture rather than relying on periodic assessments.
What environments does Concentric AI support?
Concentric AI supports data across cloud, on-premises, SaaS applications, databases, file systems, and other enterprise data environments. It can provide a unified view across these environments rather than limiting DSPM to a single infrastructure type.
Can Concentric AI identify who has access to sensitive data?
Yes. Concentric AI connects data understanding with access information so organizations can see who can access sensitive information and identify excessive or inappropriate access that may increase risk.
Can Concentric AI remediate data risks?
Yes. Concentric AI provides remediation capabilities directly within the platform, including classification and labeling, moving, deleting, or archiving data, managing access and permissions, and warning, blocking, or masking sensitive data in AI workflows.
How is Concentric AI different from traditional DSPM tools?
Traditional DSPM approaches often rely heavily on pattern matching, predefined rules, and sampled data to identify sensitive information. Concentric AI goes further by using its Semantic Intelligence™ Engine to understand the meaning and context of data, including business-critical information and intellectual property, while connecting discovery to risk assessment and remediation.
How does DSPM support safe AI adoption?
DSPM provides the data intelligence needed to understand what sensitive and business-critical information exists before it is accessed or used by AI. Concentric AI helps organizations identify data that may be exposed to AI systems and apply controls such as classification, access restrictions, blocking, or masking to support safer AI adoption.
