Concentric AI Launches Support for Optimized Large Language Models

Concentric AI, a vendor of intelligent AI-based solutions for autonomous data security posture management (DSPM), announced a solution with support for optimized large language models delivering data security and protection.

As a result, Concentric AI’s Semantic Intelligence delivers a semantic understanding of data and leverages context to offer precise accuracy in discovering sensitive data from intellectual property to financial data to business confidential information to PII/PCI/PHI, and more.

In the face of massive data volume growth, data sprawl across cloud and on-premises data repositories and massive complexity in the nature of sensitive data, organizations have struggled with requiring large teams and massive operational costs to deal with voluminous data security risks, often burdening security teams with rule writing and pattern matching to discover sensitive data.

This can result in organizations having limited visibility into where mission-critical data are, and the inability to identify risks associated with wrong entitlements, inappropriate permissions, risky sharing and unauthorized access.

Unlike other solutions, Concentric AI uses optimized large language models to discover data without needing inaccurate regex or pattern matching. While large language models are data-intensive, highly optimized data compression Adaptive Manifold Compression models achieve up to 10 times compression and orders of magnitude improvements in data discovery rates for optimal compute efficiency, storage and performance. With Concentric AI, organizations discover all sensitive data with context, accuracy and minimal false positives and negatives, all with unmatched speed and efficiency. Concentric AI’s differentiated AI-based technology performs computations on large language models without the compute burden or inefficiencies of other solutions.

Concentric AI’s Semantic Intelligence allows AI data fingerprinting to avoid rescanning of data to look for new patterns. As a result, organizations can discover patterns and specific things they are looking for without the burden of repetitive scanning. Once scanned, the data are fingerprinted for discovering characteristics important in the future.

Concentric’s capabilities expand the company’s AI technology to support highly differentiated, powerful capabilities for effective data security posture management. Zero training data models allow auto-categorization of data without customers having to provide training datasets. The solution comes with hundreds of out-of-the-box models to categorize data from tax filings to source code to contracts to trading data to PHI/PII/PCI and more, enabling customers to operationalize data security without large upfront or going work, or requiring large teams.

As a result, to date Concentric AI has protected more than 1 million users from breaches, scaled to petabytes of data per customer with unmatched accuracy, and remediated and protected up to 20 percent of business-critical data per customer that has been overshared through wrong entitlements, risky sharing, inappropriate permissions, or unauthorized access.

Concentric AI’s DSPM solution scans organizations’ data, detects sensitive or business-critical content, identifies the most appropriate classification category, and tags the data. Concentric AI uses artificial intelligence to improve discovery and classification accuracy and efficiency to avoid endless regex rules and inaccurate end-user labeling. In addition, Concentric AI can monitor and identify risks to financial and other data from inappropriate permissions, wrong entitlements, risky sharing, and unauthorized access. It can remediate permissions and share issues or leverage other security solutions and cloud APIs to protect exposed data.

Concentric AI’s latest version of Semantic Intelligence with optimized large language models is available today. For information, see