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Browse models & ai infrastructure markets and compare products by the work buyers need to accomplish. Ranked using verified practitioner feedback, product research, and enterprise trust signals.
| Company | Description | Matching products |
|---|---|---|
| DataRobot | DataRobot delivers the industry-leading AI applications and platform that maximize impact and minimize risk for your business. | |
| DeePMD-kit | An open-source package written in Python/C++, designed to minimize the effort required to build deep learning-based models of interatomic potential energy and force fields and to perform molecular dynamics. | |
| Deep Genomics | AI-driven genetic medicines platform company that collaborates across disciplines to solve molecular design and target biology problems in drug discovery. |
| DeepChain | Industry-leading biology AI solutions for life sciences R&D, built on InstaDeep's AI research. |
| DeepCombi | A Python framework for the analysis of GWAS data with special focus on explainable artificial intelligence. Developed by Alexandre Rozier and Bettina Mieth. |
| DeepFlow | Open-source research software project for reconstructing cell cycle and disease progression using deep learning from flow cytometry data. Hosted under the theislab GitHub organization. |
| DeepKeep | AI-native security and trustworthiness platform safeguarding AI across the full lifecycle, from model R&D through deployment, covering risk assessment, prevention, detection, and mitigation. |
| DeepMicrobes | Deep learning-based computational framework for taxonomic classification of metagenomic data, allowing researchers to bypass the limitation of a well-curated taxonomic tree for newly discovered species. |
| DeepSim | AI-driven multi-scale physics simulation platform enabling 1000X faster simulations with simultaneous nano-to-macro scale resolution. |
| DeepVariant | DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data. |
| Domu AI | Behavioral intelligence platform for high-stakes servicing and account resolution, streamlining the customer lifecycle with automated, compliant conversations powered by real-time behavioral data for financial institutions. |
| Dorado | High-performance, easy-to-use, open source analysis engine for Oxford Nanopore reads. |
| Dragoneye | Vision AI company offering custom AI models for image and video analysis with no training data required. |
| Dynamo | Dynamo is a software environment for subtomogram averaging of cryo-EM data. The wiki guides users from tomograms through catalogues, particle picking, alignment, and classification projects across different computing environments. |
| Dynamo AI | Dynamo AI offers end-to-end AI performance, security, and compliance solutions for delivering enterprise-grade generative AI. |
| EDDY | EDDY (Evaluation of Differential DependencY) is an algorithm developed by the Biocomputing Lab at TGen and maintained at the CRI Center for Computational Systems Biology at Prairie View A&M University. |
| EDGX | Space technology company developing space-qualified AI edge computing hardware and software for satellites. | EDGX Sterna 1 more |
| ELPA | ELPA (Eigenvalue soLvers for Petaflop Applications) provides highly efficient and scalable direct eigensolvers for symmetric matrices of all sizes, associated with the Max Planck Computing and Data Facility. |
| EMAN2 | A broadly based greyscale scientific image processing suite with a primary focus on processing data from transmission electron microscopes, supporting single particle reconstruction, single particle cryo-ET, helical reconstruction, 2-D crystallography, and whole-cell tomography. |
| ESPResSo | Highly versatile open-source software package for performing and analyzing scientific Molecular Dynamics and many-particle simulations of coarse-grained atomistic or bead-spring models used in soft matter research in physics, chemistry, and molecular biology. |
| ESS Engineering Software Steyr GmbH | Engineering software company and developer of alsim Paint Shop, a paint shop simulation toolbox for automotive processes. |
| Easel AI, Inc. | Visual-first generative AI company that builds and offers best-in-class technology through its consumer app and enterprise-facing APIs, specializing in no-training-based AI models for instant results. |
| Eclipse Deeplearning4j | Open-source, distributed deep learning framework for the JVM providing a complete ecosystem for building, training, and deploying neural networks in Java and Scala. |
| Edge Impulse | Edge Impulse is the leading end-to-end edge AI MLOps platform, enabling developers and enterprises to build, deploy, and manage ML models on edge hardware from MCUs to MPUs. |
| ElPiGraph-python | Open-source Python package providing a Python implementation of the ElPiGraph algorithm with CPU and GPU support. |
| Ema | Universal AI Employee platform for building and deploying AI Agents across enterprise roles and industries, including HR, IT, and Finance. |
| Emotech | Develops advanced speech AI and avatar generation technologies, offering bespoke AI solutions for software and hardware. |
| Envariant | Envariant is building the control layer for foundation models, offering an interpretability SDK that lets teams inspect, steer, and control model behavior by moving verification upstream into the model's latent space. |
| Eugenia Virtual Humans | Research and development organization focused on Digital Humans, creating advanced digital solutions for ethical, realistic human virtualization accessible to all. |
| Ex-Human Inc. | Ex-Human Inc. (operating as Exh AI) develops empathetic AI agents and digital humans for sales, support, and marketing, enabling businesses to create emotionally intelligent AI characters. |
| EyeFlow Inspection | AIaaS (Artificial Intelligence as a Service) platform combining ComputerVision, AI, and NoCode to create visual inspection solutions for Industry 4.0. |
| FIFTY2 Technology GmbH | FIFTY2 Technology is the developer of PreonLab, a leading-edge particle-based CFD simulation software focusing on rapid prototyping and high-performance physics. |
| FireTail | AI security & governance platform that allows organizations to see and secure AI usage across all environments. |
| Fits on Chips | Toolkit for LLM benchmarking that helps users achieve optimal performance across various deployment frameworks and devices by creating experiments, executing them, and gaining insights to optimize LLM deployment parameters. |
| FlexSim | 3D simulation modeling software company offering tools to model, analyze, and improve systems across manufacturing, healthcare, supply chain, warehousing, logistics, aerospace, mining, and beyond. |
| FlexTerm | Digital twin, simulation, and emulation software for port and logistics operators, enabling analysis, design, optimization, and testing of facility systems before production deployment. |
| FloodWaive | AI-powered flood prediction and risk analysis solutions for public and private stakeholders. |
| Folding@home | A distributed computing project for biomedical research that turns volunteers' idle computer power into a global supercomputer. Led by Dr. Greg Bowman and the Folding@home Consortium, a network of academic labs across the globe, running since October 2000. |
| GAMER | GPU-accelerated Adaptive-MEsh-Refinement code for astrophysical applications, solving hydrodynamics with self-gravity. |
| GHOSTZ-GPU | An open-source GPU-accelerated sequence homology search tool using database subsequence clustering, hosted in the akiyamalab repository on GitHub. |
| GNS | GNS mbH (Gesellschaft für numerische Simulation mbH) develops CAE software, compute models, and process automation for structural analysis, crash & safety, NVH, and sheet metal forming. |
| GPMeta | A GPU-accelerated method for ultrarapid pathogen identification from metagenomic sequences. |
| GPUGRID | Volunteer computing project that harnesses GPU power for scientific research including drug discovery, protein folding, and molecular dynamics. |
| GROMACS | GROMACS is a free and open-source software suite for high-performance molecular dynamics and output analysis. |
| GTC | Open-source scientific code developed collaboratively by an international team with over 100 developers and users in the ITER partnership, led by Principal Investigator Zhihong Lin at the University of California, Irvine. GTC is a massively parallel, particle-in-cell code for turbulence simulation in support of the burning plasma experiment ITER. |
| Gaussian | Develops computational chemistry software that predicts energies, molecular structures, and vibrational frequencies of molecular systems. |
| General Instinct | General Instinct provides inference infrastructure for physical AI, serving as a deployment layer that enables frontier vision-language and world-action models to run on edge devices with sub-100ms latency. |
| Godela | Godela is bringing AI-powered physics intelligence to the physical world. Its models learn the laws of the physical world at every scale, from a single component to the universe itself, unlocking discoveries that once took lifetimes. |
| Golf | Enterprise MCP Control Plane — a control layer for AI agent and MCP (Model Context Protocol) access that discovers, enforces, and audits MCP connections between AI tools and organizational data. |
| Google AI Studio | Browser-based workspace for prototyping with Google's Gemini models. The fastest path from prompt to production with Gemini, Veo, Nano Banana, and more. |