PRE Security Secures US Patent for AI Technology Transforming Cybersecurity Data into Predictive Intelligence

San Jose, California

PRE Security, a predictive cybersecurity firm, announced the issuance of U.S. Patent No. 12,608,539 B2.

This represents a fundamental milestone in the company's 'AI-native SecOps' vision.

Titled 'Artificially Intelligent Systems, Methods and Media for Canonicalizing Computer System Logs into Natural Language Processed Representations for the Purpose of Data Analysis,' the patent protects PRE Security's novel approach of converting fragmented, vendor-specific machine data into standardized natural language. This enables AI systems to understand, compare, and predict cyber threats in ways previously impossible.

### A Fundamental Transformation in Cybersecurity

For decades, cybersecurity has relied on rigid rules, fragile parsers, and siloed data formats, forcing organizations to force-fit dozens of tools that speak different languages.

PRE Security's patented technology changes this landscape.

By converting raw logs into a unified story that humans can read, and transforming that meaning into AI-processable signals, PRE Security enables:

- Platform-agnostic understanding of security events - Real-time comparison of activities across environments - Recognition of hidden patterns and behaviors - Prediction of future threats before they occur

'This patent represents a foundational breakthrough,' said John Yuris Peterson, co-founder, CEO, and inventor. 'We are not just analyzing logs; we are giving them meaning. And when a system understands meaning, it can infer, compare, and predict in ways that were never before possible.'

### Why This Matters

Modern enterprises generate vast amounts of security telemetry, yet much of it remains underutilized due to fragmented formats and reactive workflows.

PRE Security's patented technology removes these barriers, converting raw machine data into a common analytical foundation. This powers the company's 'Parserless™ Ingestion,' 'Generative Detection,' 'Predictive Security Analytics,' and 'Agentic Automation' capabilities.

As a result, a tangible transformation from reactive detection to predictive defense is achieved. This allows security teams to identify attack intent earlier, reduce alert fatigue, and take action on what might happen next, not just what has already occurred.

About PRE Security

PRE Security is an AI-native cybersecurity company pioneering the use of natural language processing, advanced AI, and machine learning to transform how organizations detect and prevent cyber threats. Built from the ground up on generative, predictive, and agentic AI, PRE Security overcomes the inherent limitations of traditional SIEM and XDR solutions. PRE Security is headquartered in Silicon Valley.