Company Filing History:
Years Active: 2025
Title: Colin James Phillips: Innovator in Context Repository Management
Introduction
Colin James Phillips is a notable inventor based in Kirkland, WA (US). He has made significant contributions to the field of automated security analysis through his innovative patent. His work focuses on enhancing the management of context repositories in computing environments.
Latest Patents
Colin holds a patent for "Context Repository Management." This invention manages context repositories to improve automated security analysis. It involves obtaining context records that contain supplemental information related to security events. These records are integrated into prompts for large language models (LLMs) to generate severity scores for event classification. The invention also applies criteria to invalidate outdated or unreliable context records based on factors such as age, source reliability, and usage frequency. Enhanced prompts incorporate context record summaries and entity relationship mappings to improve subsequent event analysis. The invention dynamically evaluates context records through quality filters, consolidates duplicates, and maintains audit trails with provenance tracking. User interfaces are transformed based on telemetry metrics and user feedback to optimize analyst workflows. This innovation enables organizations to maintain curated, high-quality context repositories that continuously improve AI-assisted security analysis while reducing false positives and enhancing incident response effectiveness.
Career Highlights
Colin is currently employed at Dropzone.ai, Inc., where he continues to develop and refine his innovative ideas. His work has positioned him as a key player in the field of security analysis and context management.
Collaborations
Colin collaborates with talented individuals such as Eric Joseph Hammerle and Xue Jun Wu, contributing to a dynamic and innovative work environment.
Conclusion
Colin James Phillips is a pioneering inventor whose work in context repository management is shaping the future of automated security analysis. His contributions are vital for enhancing the effectiveness of incident response and reducing false positives in security systems.