What is Linguistic Operations for Relevant Extraction (LORE)?

LORE is an AI-driven cybersecurity compliance solution designed to help organizations evaluate and manage their compliance posture. Leveraging automated document analysis through Large Language Models, the service enables users to revise their documentation to specific regulations and identify potential gaps across key regulatory domains.

The Problem that LORE Solves

Increasing federal and state cybersecurity regulations are placing a strain on small companies that only have a manual process to meet all the requirements. Organizations are spending excess time and labor to manually assess their compliance eligibility and status, which is taking them away from non-regulated security and operational projects.

The Solution and the Purpose of the Linguistic Operations for Relevant Extraction (LORE) Capability

LORE’s purpose is to use artificial intelligence (AI) to perform an analysis of a company’s compliance status for defined regulations. Companies can customize the system to track their compliance status on specific regulations they identify.

LORE accomplishes this through:

  • Leveraging open-source large language models using retrieval augmented generated and prompt engineering
  • Providing efficient vector storage of cybersecurity frameworks (e.g., NIST SP 800-53 Rev5)
  • Enabling API SaaS hosted on GPU-powered cloud IaaS

LORE demonstrates how assistive intelligence alongside human-in-the-loop automation can reduce compliance overhead while maintaining clarity, precision, and control.

Benefits and Use Cases

The benefits of using LORE for cybersecurity compliance include:

  • Efficient: Speeds policy review reducing manual effort
  • Accurate: Reduces human error by automating control identification and review
  • Consistent: Uniform control assessments across multiple cybersecurity guidelines
  • Scalable: Suitable for organizations handling large-scale compliance documentation; configurable to integrate additional frameworks

Uses for LORE within cybersecurity compliance are virtually unlimited due to the powerful customization features. For example, customers seeking an Authorization to Operate (ATO) to provide a new technical product to government customers may use LORE to evaluate the product’s documentation to ensure it meets Department of Defense requirements.

LORE Logistics

LORE’s assistive intelligence harnesses a Large Language Model to provide transparency, as each compliance classification it produces is paired with reasoning statements, numerical-confidence scores, and direct references to the relevant sections of the regulatory texts. Specifically, LORE includes:

  • Automated reviewal of documentation to identify relevant cybersecurity controls
  • Integrates using API endpoint
  • Supports a wide range of cybersecurity standards and frameworks
  • Scalable vector storage solution, ensuring fast retrieval of control references
  • Provides actionable insights on potential compliance gaps or concerns based on the review

However, LORE’s text-based automation capabilities can support a wide range of industries and applications in addition to cybersecurity. The automation can be leveraged to support HR compliance analyses, EPA regulatory compliance, and a wide variety of additional industry needs that involve documentation analysis.

Interested to learn more or see a live demo? Get in touch with the technical experts behind LORE! Email us at IoT@quanterion.com to learn more.