Digital Biology Product Categories
Browse digital biology products by what they do. Find solutions across 24 product categories.
AI Drug Discovery
AI-powered platforms for target identification, molecule design, lead optimization, and clinical trial prediction. Companies like Recursion, Insilico Medicine, and Isomorphic Labs are transforming how drugs are discovered.
Lab Information Management
LIMS platforms for sample tracking, data management, regulatory compliance, and laboratory workflow automation. Enterprise solutions from LabWare, LabVantage, and Sapio Sciences.
Surgical & Biomedical Robotics
Surgical robot systems from Intuitive Surgical (da Vinci), Medtronic (Hugo), and Stryker (Mako). Includes AI-guided surgical planning, micro/nanorobots, and robotic surgery training platforms.
Electronic Lab Notebooks
Digital platforms replacing paper lab notebooks for experiment documentation, protocol management, and research data organization. Led by Benchling, LabArchives, and SciNote.
Lab Automation & Robotics
Robotic liquid handlers and automated screening platforms from Opentrons, Hamilton, and Beckman Coulter, now integrating AI for self-driving laboratory workflows.
Computational Chemistry
Molecular dynamics simulations, docking, and physics-based drug design tools including Schrodinger, GROMACS, OpenMM, and AutoDock Vina.
Precision Medicine & Diagnostics
AI platforms for patient stratification, biomarker discovery, and clinical decision support. Tempus AI, Foundation Medicine, Guardant Health, and GRAIL lead genomic diagnostics and liquid biopsy.
Brain-Computer Interfaces & Neurotech
Neural implant systems and brain-computer interfaces from Neuralink, Synchron, Blackrock Neurotech, and Paradromics. Includes EEG-based interfaces, neural prosthetics, and brain signal decoding platforms.
Genomics & Sequencing AI
AI-powered variant calling, genome analysis, and sequencing interpretation platforms including Illumina DRAGEN, Google DeepVariant, and Arc Institute Evo 2.
Digital Twins & In Silico Trials
Virtual patient models and computational disease simulation for clinical trials. Unlearn AI, Twin Health, and Dassault Systemes Living Heart are pioneering in silico approaches.
Protein Structure & Design
AI models for protein structure prediction and de novo protein design, from AlphaFold and Boltz to RoseTTAFold and ESMFold. The fastest-evolving category in digital biology.
Synthetic Biology Platforms
Tools for designing and engineering biological systems, from Benchling R&D cloud to Ginkgo Bioworks cell programming foundry and Twist Bioscience DNA synthesis.
Cloud Labs & Remote Research
Fully automated laboratories accessible via the cloud. Emerald Cloud Lab and Culture Biosciences enable remote experiment execution 24/7.
Bioelectronic Medicine & Neurostimulation
Neuromodulation devices and electroceuticals that use electrical signals to treat disease. Electrocore, SetPoint Medical, and Saluda Medical are replacing drugs with bioelectronic interventions.
CRISPR & Gene Editing Design
Guide RNA design tools, off-target prediction algorithms, and gene editing optimization platforms. CRISPOR, CHOPCHOP, Benchling CRISPR, and Synthego ICE serve millions of researchers.
Generative Biology
AI systems creating novel proteins, molecules, and DNA sequences. Profluent Bio, Generate:Biomedicines, and Absci are pioneering AI-designed therapeutics entering clinical trials.
Wearable Biotech & Digital Biomarkers
Continuous glucose monitors (Dexcom, Abbott Libre), digital therapeutics (Akili EndeavorRx), wearable biosensors (Oura, BioIntelliSense), and AI-powered health tracking platforms.
Foundation Models for Biology
Large-scale AI models pre-trained on biological data. ESM3 (98B params for proteins), Evo 2 (40B params for genomes), and AIDO (multi-scale digital organism).
Bioinformatics Platforms
Workflow management and cloud platforms for large-scale biological data analysis, including Nextflow/nf-core, Galaxy, DNAnexus, and Seven Bridges Genomics.
Longevity & Anti-Aging Technology
Cellular reprogramming (Altos Labs, Retro Biosciences), epigenetic clocks, senolytic therapies (Unity Biotechnology), and computational aging research.
Organ-on-Chip & Organoids
Microphysiological systems replacing animal testing. Emulate, MIMETAS, and CN Bio build organ-on-chip platforms for drug testing. FDA Modernization Act 2.0 is accelerating adoption.
Single-Cell & Spatial Biology
Computational tools for single-cell RNA-seq, spatial transcriptomics, spatial proteomics, and multi-omics integration. Includes Scanpy, Seurat, 10x Visium/Xenium, Vizgen MERSCOPE.
Computational Imaging & Pathology
Deep learning for cell segmentation, digital pathology, radiomics, and bioimage analysis. Cellpose, QuPath, Paige AI, PathAI, and HALO.
Microbiome Analysis & Therapeutics
Tools for 16S/shotgun metagenomics analysis (QIIME 2, CosmosID), microbiome drug discovery (Second Genome), and live biotherapeutics (Seres VOWST).
Two-Axis Discovery
Products are organized along two axes: what the product does (categories) and who it serves(verticals). This enables you to find products whether you're looking for a specific function or solutions for your industry.