Lynx Analytics Unveils LynxKite 2000:MM - The Next Generation of GPU-Optimized Graph AI

News provided by

Lynx Analytics

19 Mar, 2025, 21:00 CST

LOS GATOS, Calif., March 19, 2025 /PRNewswire/ -- Lynx Analytics, a member of the NVIDIA Inception program for startups, today announced the launch of LynxKite 2000:MM, the most advanced version of its Graph AI platform. Designed to accelerate Graph AI and Generative AI applications, this major release is optimized for NVIDIA accelerated computing, NVIDIA RAPIDS, NVIDIA cuGraph, and NVIDIA BioNeMo and introduces capabilities that redefine performance and scalability.

LynxKite is a powerful tool built to create and analyze massive networks such as knowledge graphs, integrating them seamlessly into AI workflows in a way that data always stays on the GPU for maximum performance. The latest version was developed to support a wide range of applications where Graph AI and Graph RAG provide measurable advantages over non-graph-based methods.

For example, LynxKite 2000:MM, in combination with NVIDIA BioNeMo SDK, RDKit, and Graph Neural Networks, present a powerful solution for the pharmaceutical industry. By integrating these workflows, pharmaceutical companies can uncover novel insights into drug discovery, target identification, and molecular interactions.

This fusion of Graph AI and Generative AI empowers researchers to create systems that model complex relationships, accelerate hypothesis generation, and enhance decision-making in biomedical research. By integrating patient data into knowledge graphs to identify unusual genetic variants and their connections to symptoms, such systems generate mechanistic hypotheses about how these variants affect biological pathways, leveraging molecular similarity analysis to identify compounds with structural and functional properties that could modulate the disrupted pathways. Finally, these systems create personalized treatment strategies by recommending therapeutics similar to known active compounds and providing comprehensive care plans that include medications, supportive therapies, monitoring protocols, and lifestyle adjustments tailored to the patient's unique molecular profile.

Performance at Scale: Optimized for NVIDIA GPUs

LynxKite 2000:MM is optimized for NVIDIA GPUs, ensuring seamless execution of high-priority algorithms directly on GPU hardware. This optimization significantly improves processing speed and efficiency, enabling users to tackle large-scale graph data challenges with unprecedented ease.

Gyorgy Lajtai, CEO of Lynx Analytics, emphasized the impact of NVIDIA's support for this product release: "The collaboration with NVIDIA has been instrumental; by leveraging NVIDIA accelerated computing and their team's deep expertise, we've achieved computational speed-ups of up to 1,000x, transforming the scale and efficiency of our solutions for our customers, to unlock insights from their data faster, and push the boundaries of what's possible in Graph AI."

LynxKite 2000:MM delivers a suite of cutting-edge features, including:

  • Native Support for NVIDIA GPU Clusters – Optimized to run on NVIDIA GPUs with a fallback CPU mode for flexibility.
  • Integration with cuGraph Libraries – Harnesses industry-standard GPU-accelerated graph analytics.
  • Integrating NVIDIA BioNeMo – Harnesses pre-trained generative AI models that use molecular representations (e.g. SMILES).
  • Integrating RDKit – RDKit can serve as a tool to validate and refine molecules generated by BioNeMo's generative models.
  • Over 600 Graph Algorithms, Including NetworkX – Doubling the capabilities of previous LynxKite versions. More than 100 algorithms are accelerated by cuGraph.
  • Multi-User Collaboration – Enabling teams to work together efficiently on complex projects.
  • Task-Specific Workspaces, including:
    • Agentic LLM logic flow development, including NVIDIA NIM
    • Chatbot development (powered by LynxScribe)
    • Graph Neural Network (GNN) architecture design
  • Seamless Data Format Conversion – Automatic adaptation between formats for effortless Python tool integration.

About Lynx Analytics

Lynx Analytics is a leading AI-driven analytics company specializing in graph-based intelligence solutions. With expertise spanning pharmaceuticals, telecommunications, finance, and retail, Lynx Analytics empowers businesses to extract deep insights from their data and drive innovation through advanced AI technologies.

SOURCE Lynx Analytics