KnetMiner is an AI-driven bioinformatics platform that leverages knowledge graphs and large language models to simplify gene discovery and biological research, primarily focusing on plant genomics and crop improvement.
KnetMiner Limited is a software and services company that provides an AI-powered bioinformatics platform designed for gene and trait research. The company utilizes a proprietary GraphRAG search engine, which integrates knowledge graphs with large language models to assist scientists in navigating complex multi-omics data. By connecting disparate biological information, the platform simplifies the process of identifying gene-trait relationships, aiming to accelerate innovation in areas such as plant genomics and crop improvement. The technology is designed to enable users to explore hidden genetic interactions through an intuitive interface that combines biological data with advanced AI reasoning capabilities.
The platform serves researchers and breeders by addressing the challenge of navigating vast amounts of biological literature and genomic data. By automating complex search tasks and providing structured insights, KnetMiner helps organizations streamline gene discovery processes, potentially contributing to goals like global food security and sustainable agricultural development. Originally developed as an open-source project at Rothamsted Research, the technology transitioned into a commercial SaaS model following the formation of the company in late 2023. Today, KnetMiner offers tiered service levels, including premium resources for advanced research, and continues to be utilized for various life sciences and agricultural applications.