Digital Biology Products

The comprehensive directory of digital biology products. Find the right solutions across analytics, automation, customer service, and more for your industry.

Recursion Pharmaceuticals

4.5

Recursion Pharmaceuticals, Inc.

Decoding biology to industrialize drug discovery with AI and automation

AI Drug Discovery

Insilico Medicine

4.4

Insilico Medicine, Inc.

End-to-end AI platform for target discovery, molecule generation, and clinical prediction

AI Drug Discovery

AlphaFold

4.9

Google DeepMind

AI system predicting 3D protein structures from amino acid sequences with atomic accuracy

Protein Structure & Design

Benchling

4.5

Benchling, Inc.

Cloud-based R&D platform unifying lab notebooks, molecular biology, and data management

Electronic Lab Notebooks

Ginkgo Bioworks

4.3

Ginkgo Bioworks Holdings, Inc.

The organism engineering platform making biology easier to engineer

Synthetic Biology Platforms

Illumina DRAGEN

4.6

Illumina, Inc.

Hardware-accelerated secondary analysis platform for genomic data at clinical-grade speed

Genomics & Sequencing AI

Schrödinger

4.5

Schrödinger, Inc.

Physics-based molecular simulation platform accelerating drug discovery and materials design

Computational Chemistry

NVIDIA BioNeMo

4.4

NVIDIA Corporation

GPU-accelerated foundation models and microservices for drug discovery and protein engineering

Foundation Models for Biology

Opentrons

4.3

Opentrons Labworks, Inc.

Affordable open-source lab robots making automation accessible to every lab

Lab Automation & Robotics

Tempus AI

4.5

Tempus AI, Inc.

AI-powered precision medicine platform connecting clinical and molecular data at scale

Precision Medicine & Diagnostics

Isomorphic Labs

4.7

Isomorphic Labs Ltd.

Reimagining drug discovery with AI to design medicines faster than ever before

AI Drug Discovery

BenevolentAI

4.2

BenevolentAI Holdings Ltd.

AI-powered drug discovery from target identification through to clinical candidate selection

AI Drug Discovery

Relay Therapeutics

4.3

Relay Therapeutics, Inc.

Harnessing protein motion to discover medicines against previously undruggable targets

AI Drug Discovery

Absci Corporation

4.2

Absci Corporation

Generative AI drug creation platform designing and validating novel antibodies at unprecedented speed

Generative Biology

Boltz-1

4.5

MIT Jameel Clinic / MIT CSAIL

Open-source biomolecular structure prediction model matching AlphaFold 3 accuracy for free

Protein Structure & Design

OpenFold

4.4

OpenFold Consortium

Open-source, trainable reimplementation of AlphaFold 2 for research and model development

Protein Structure & Design

ESMFold

4.5

Meta AI (Meta Platforms, Inc.)

Meta's protein language model predicting structures 60x faster than AlphaFold without MSAs

Foundation Models for Biology

ColabFold

4.6

Steinegger Lab / Söding Lab (Open Collaboration)

AlphaFold2 made accessible in minutes using fast MMseqs2 sequence search

Protein Structure & Design

DeepVariant

4.5

Google LLC

Deep learning variant caller achieving best-in-class accuracy for germline and somatic SNPs

Genomics & Sequencing AI

DNAnexus

4.3

DNAnexus, Inc.

Secure cloud platform for genomic data management, analysis, and collaboration at scale

Genomics & Sequencing AI

Hamilton Liquid Handling

4.4

Hamilton Company

Precision liquid handling automation trusted by pharma and biotech for mission-critical workflows

Lab Automation & Robotics

Chai-1

4.6

Chai Discovery, Inc.

Open-source molecular structure prediction model rivaling AlphaFold 3 for drug discovery

Protein Structure & Design

Automata LINQ

4.3

Automata Technologies Ltd.

End-to-end lab automation platform connecting instruments, robots, and software into unified workflows

Lab Automation & Robotics

Scanpy

4.7

Theis Lab / Helmholtz Munich (Open Source)

The standard Python toolkit for scalable single-cell RNA-seq analysis and visualization

Single-Cell & Spatial Biology

GROMACS

4.6

GROMACS Development Team (Open Source)

High-performance open-source molecular dynamics engine for biomolecular simulations

Computational Chemistry

Napari

4.5

Napari Community / Chan Zuckerberg Initiative

Fast, interactive multi-dimensional image viewer built for biological image analysis in Python

Computational Imaging & Pathology

Profluent

4.3

Profluent Bio, Inc.

Generative AI designing novel proteins and gene editors including the first AI-created CRISPR system

Generative Biology

Generate:Biomedicines

4.4

Generate:Biomedicines, Inc.

Generative AI platform designing de novo protein therapeutics entirely from computational first principles

Generative Biology

QuPath

4.6

University of Edinburgh / Queen's University Belfast (Open Source)

Open source digital pathology analysis software for whole slide image quantification

Computational Imaging & Pathology

Cellpose

4.7

Stringer Lab / Howard Hughes Medical Institute

Generalist deep learning model for accurate cell and nucleus segmentation in diverse imaging data

Computational Imaging & Pathology

Emerald Cloud Lab

4.2

Emerald Cloud Lab, Inc.

Remotely operated automated biology laboratory accessible entirely through software commands

Cloud Labs & Remote Research

Nextflow

4.7

Seqera Labs (Open Source)

Scalable, reproducible scientific workflow orchestration for data-intensive bioinformatics pipelines

Bioinformatics Platforms

CRISPR Therapeutics

4.5

CRISPR Therapeutics AG

CRISPR-based gene therapies transforming treatment for serious diseases including the world's first approved CRISPR medicine

CRISPR & Gene Editing Design

Beam Therapeutics

4.4

Beam Therapeutics Inc.

Precision base editing platform enabling single-letter DNA corrections without double-strand breaks

CRISPR & Gene Editing Design

Foundation Medicine

4.6

Foundation Medicine, Inc.

Comprehensive genomic profiling that matches cancer patients to targeted therapies and clinical trials

Precision Medicine & Diagnostics

Guardant Health

4.5

Guardant Health, Inc.

Blood-based cancer genomic tests enabling earlier detection, treatment guidance, and recurrence monitoring

Precision Medicine & Diagnostics

GRAIL

4.4

GRAIL, LLC

Multi-cancer early detection blood test identifying 50+ cancers at a single annual screening

Precision Medicine & Diagnostics

Moderna

4.4

Moderna, Inc.

mRNA medicines platform developing vaccines, cancer immunotherapies, and rare disease therapeutics

Synthetic Biology Platforms

Pivot Bio

4.3

Pivot Bio, Inc.

Microbial nitrogen products that feed crops from within the root zone, reducing synthetic fertilizer dependence

Synthetic Biology Platforms

Solugen

4.2

Solugen Inc.

Chemienzymatic platform producing industrial chemicals from bio-based feedstocks at petrochemical scale and cost

Synthetic Biology Platforms

BioNTech

4.5

BioNTech SE

mRNA immunotherapy and vaccine platform developing individualized cancer medicines and infectious disease vaccines

Synthetic Biology Platforms

Intellia Therapeutics

4.4

Intellia Therapeutics, Inc.

In vivo CRISPR gene editing delivered systemically to treat genetic diseases at their root cause

CRISPR & Gene Editing Design

Verve Therapeutics

4.2

Verve Therapeutics, Inc.

Single-course gene editing medicines that permanently lower cardiovascular disease risk from a single treatment

CRISPR & Gene Editing Design

Editas Medicine

4.1

Editas Medicine, Inc.

CRISPR gene editing medicines for ocular, hematologic, and oncologic diseases using Cas9 and Cas12a

CRISPR & Gene Editing Design

Paige AI

4.5

Paige.AI, Inc.

FDA-authorized AI pathology platform detecting cancers and guiding treatment from whole-slide images

Computational Imaging & Pathology

PathAI

4.4

PathAI, Inc.

AI-powered pathology platform accelerating drug development and improving diagnostic accuracy at scale

Computational Imaging & Pathology

Corteva Agriscience

4.2

Corteva Agriscience (NYSE: CTVA)

Integrated crop science company combining seed genetics, crop protection, and digital agriculture for sustainable farming

Synthetic Biology Platforms

Bayer Crop Science

4.1

Bayer AG (Crop Science Division)

Integrated agricultural science combining digital farming intelligence, crop protection, and biological solutions

Synthetic Biology Platforms

Inari Agriculture

4.3

Inari Agriculture, Inc.

Gene editing and predictive design platform creating multiplexed trait improvements in seeds to feed a growing planet

Synthetic Biology Platforms

LanzaTech

4.2

LanzaTech Global, Inc.

Carbon capture and biorefinery platform converting waste industrial gases into sustainable fuels and chemicals

Synthetic Biology Platforms

Novonesis

4.4

Novonesis A/S

The world's largest biosolutions company, engineering microorganisms and enzymes for every industry on earth

Synthetic Biology Platforms

Arzeda

4.1

Arzeda Corporation

Computational protein design platform engineering novel enzymes and proteins for industrial and therapeutic applications

Generative Biology

Xaira Therapeutics

4.6

Xaira Therapeutics, Inc.

AI-native drug discovery company building generative biology models to design medicines from first principles

AI Drug Discovery

Codexis

4.3

Codexis, Inc.

Engineered enzyme technology platform powering sustainable pharmaceutical synthesis and industrial biotransformations

Synthetic Biology Platforms

Neuralink

4.2

Neuralink Corporation

Implantable brain-computer interface restoring movement and communication for paralyzed patients

Brain-Computer Interfaces & Neurotech

Synchron

4.3

Synchron, Inc.

Endovascular brain-computer interface enabling thought-controlled devices without open brain surgery

Brain-Computer Interfaces & Neurotech

Blackrock Neurotech

4.1

Blackrock Neurotech, Inc.

The industry-standard Utah Array neural interface powering decades of BCI research and clinical applications

Brain-Computer Interfaces & Neurotech

Paradromics

3.9

Paradromics, Inc.

High-bandwidth neural data link enabling natural speech restoration for people with paralysis

Brain-Computer Interfaces & Neurotech

Precision Neuroscience

4.2

Precision Neuroscience Corporation

Minimally invasive Layer 7 cortical interface enabling reversible, high-resolution brain-computer interfacing

Brain-Computer Interfaces & Neurotech

Emulate

4.4

Emulate, Inc.

Human organ-on-chip technology delivering living tissue models for predictive drug testing

Organ-on-Chip & Organoids

MIMETAS OrganoPlate

4.3

MIMETAS B.V.

High-throughput 3D tissue models on OrganoPlate enabling scalable organ-on-chip drug screening

Organ-on-Chip & Organoids

CN Bio PhysioMimix

4.2

CN Bio Innovations Ltd.

Scalable multi-organ-on-chip system for hepatotoxicity, DILI prediction, and NASH disease modeling

Organ-on-Chip & Organoids

Hesperos Human-on-a-Chip

4.1

Hesperos, Inc.

Serum-free multi-organ human-on-a-chip platform for systemic drug efficacy and toxicity assessment

Organ-on-Chip & Organoids

StemCell Technologies

4.5

STEMCELL Technologies Inc.

The world's leading provider of specialized cell culture reagents and tools for stem cell and organoid research

Organ-on-Chip & Organoids

QIIME 2

4.6

Caporaso Lab / University of Northern Arizona (community-maintained)

The leading open-source platform for reproducible microbiome bioinformatics analysis

Microbiome Analysis & Therapeutics

CosmosID

4.3

CosmosID, Inc.

AI-powered metagenomic sequencing analytics delivering strain-level microbiome profiling and insights

Microbiome Analysis & Therapeutics

VOWST (Seres Therapeutics)

4.4

Seres Therapeutics, Inc.

First FDA-approved oral microbiome therapeutic preventing recurrent C. difficile infection

Microbiome Analysis & Therapeutics

Vedanta Biosciences

4.1

Vedanta Biosciences, Inc.

Defined bacterial consortia therapeutics rationally designed to modulate immune function and gut microbiota

Microbiome Analysis & Therapeutics

Second Genome

4.0

Second Genome, Inc.

Microbiome-derived small molecule and protein therapeutics discovered through functional genomics

Microbiome Analysis & Therapeutics

Unlearn.AI

4.5

Unlearn.AI, Inc.

AI-generated digital twins replacing placebo arms to accelerate clinical trials with fewer patients

Digital Twins & In Silico Trials

Twin Health

4.3

Twin Health, Inc.

Whole Body Digital Twin platform achieving drug-free remission of type 2 diabetes and metabolic disease

Digital Twins & In Silico Trials

Dassault Systèmes SIMULIA (Living Heart Project)

4.4

Dassault Systèmes SE

Physics-based virtual human simulation enabling in silico clinical trials for cardiovascular devices and drugs

Digital Twins & In Silico Trials

InSilicoTrials

4.2

InSilicoTrials Technologies S.p.A.

Cloud-based platform aggregating computational models for regulatory-grade in silico clinical trial simulation

Digital Twins & In Silico Trials

gammaCore (electroCore)

4.0

electroCore, Inc.

Non-invasive vagus nerve stimulator delivering FDA-cleared therapy for migraine, cluster headache, and inflammation

Bioelectronic Medicine & Neurostimulation

SetPoint Medical

4.2

SetPoint Medical Corporation

Implantable vagus nerve stimulator harnessing the inflammatory reflex to treat rheumatoid arthritis

Bioelectronic Medicine & Neurostimulation

Nalu Medical Micro-IPG

4.1

Nalu Medical, Inc.

Ultra-miniature rechargeable neurostimulator enabling precise spinal cord and peripheral nerve stimulation for chronic pain

Bioelectronic Medicine & Neurostimulation

Saluda Medical Evoke System

4.4

Saluda Medical Pty Ltd

Closed-loop spinal cord stimulation that automatically adapts therapy in real time

Bioelectronic Medicine & Neurostimulation

Axonics Sacral Neuromodulation System

4.3

Axonics, Inc.

Long-lasting sacral neuromodulation that restores bladder and bowel control

Bioelectronic Medicine & Neurostimulation

da Vinci Surgical System

4.7

Intuitive Surgical, Inc.

The world's leading robotic-assisted surgical platform empowering minimally invasive surgery

Surgical & Biomedical Robotics

Hugo Robotic-Assisted Surgery System

3.9

Medtronic plc

Modular robotic-assisted surgery system designed for broad surgical access and connectivity

Surgical & Biomedical Robotics

Mako SmartRobotics System

4.6

Stryker Corporation

CT-based robotic arm technology for precise, personalized orthopedic surgery

Surgical & Biomedical Robotics

Ottava Robotic Surgical System

4.0

Johnson & Johnson MedTech

Next-generation robotic surgery platform designed for intuitive, connected general surgery

Surgical & Biomedical Robotics

Vicarious Surgical Platform

3.7

Vicarious Surgical Inc.

Miniaturized surgical robots with immersive 3D vision enabling single-incision complex surgery

Surgical & Biomedical Robotics

Altos Labs Research Platform

4.2

Altos Labs, Inc.

Cellular rejuvenation programming to restore cell health and reverse disease of aging

Longevity & Anti-Aging Technology

Retro Biosciences Platform

4.0

Retro Biosciences, Inc.

Adding ten healthy years to human lifespan through autophagy, plasma, and reprogramming

Longevity & Anti-Aging Technology

Calico Life Sciences Platform

4.1

Calico Life Sciences LLC

Alphabet-backed research lab harnessing biology to understand the biology of aging

Longevity & Anti-Aging Technology

Unity Biotechnology Senolytic Platform

3.8

Unity Biotechnology, Inc.

Senolytic medicines that selectively eliminate senescent cells to treat aging-related disease

Longevity & Anti-Aging Technology

Loyal for Dogs Longevity Platform

4.0

Loyal, Inc.

Developing the first drugs to extend healthy lifespan in dogs — and pioneer human longevity

Longevity & Anti-Aging Technology

Dexcom Continuous Glucose Monitoring System

4.6

DexCom, Inc.

Real-time continuous glucose monitoring that transforms diabetes management with live data

Wearable Biotech & Digital Biomarkers

FreeStyle Libre Continuous Glucose Monitoring System

4.5

Abbott Laboratories

The world's most used continuous glucose monitoring system with painless scanning technology

Wearable Biotech & Digital Biomarkers

Oura Ring Health Platform

4.4

Oura Health Oy

The most accurate consumer health ring tracking sleep, activity, and readiness 24/7

Wearable Biotech & Digital Biomarkers

EndeavorRx Prescription Digital Therapeutic

3.9

Akili Interactive Labs, Inc.

The first FDA-authorized prescription video game that treats pediatric ADHD cognitive symptoms

Wearable Biotech & Digital Biomarkers

BioButton Continuous Monitoring Device

4.2

BioIntelliSense, Inc.

Continuous multi-parameter vital signs monitoring for clinical-grade remote patient surveillance

Wearable Biotech & Digital Biomarkers

CRISPOR Guide RNA Design Tool

4.5

CRISPOR (Academic Open Source)

Comprehensive CRISPR guide RNA design with integrated off-target prediction and scoring

CRISPR & Gene Editing Design

CHOPCHOP CRISPR Guide RNA Design Tool

4.3

Montague Lab, University of Bergen (Academic)

Fast, flexible web tool for CRISPR guide RNA design across all editing technologies

CRISPR & Gene Editing Design

Synthego CRISPR Engineering Platform

4.4

Synthego Corporation

End-to-end CRISPR engineering platform from guide RNA design through edited cell validation

CRISPR & Gene Editing Design

Benchling CRISPR Guide Design

4.5

Benchling, Inc.

Integrated CRISPR guide design within Benchling's connected R&D data platform

CRISPR & Gene Editing Design

Cas-OFFinder Off-Target Prediction Tool

4.2

Kim Lab, Institute for Basic Science (Academic)

Fast, GPU-accelerated CRISPR off-target site identification across any genome

CRISPR & Gene Editing Design

Sentieon Genomics Analysis Tools

4.6

Sentieon Inc.

Fastest and most accurate genomic analysis tools delivering production-grade variant calling at scale

Genomics & Sequencing AI

Sapio Sciences Unified Science Platform

4.3

Sapio Sciences, LLC

Unified science-aware LIMS and ELN platform purpose-built for complex scientific workflows

Electronic Lab Notebooks

Dotmatics Scientific Informatics Platform

4.4

Dotmatics Limited

Connected scientific informatics platform unifying data across the R&D pipeline

Electronic Lab Notebooks

Siemens Healthineers Digital Twin

4.4

Siemens Healthineers AG

Patient-specific cardiac digital twins enabling precision planning for structural heart interventions

Digital Twins & In Silico Trials

Frequently Asked Questions

What types of AI products are covered?

We cover digital biology products across 15 categories. Each category page includes detailed comparisons, use cases, and buyer guides.

Which industry verticals are supported?

We cover AI products across multiple industry verticals. Each product profile includes details about supported industries and use cases.

How are products evaluated?

Products are evaluated based on features, AI capabilities, integrations, pricing, customer reviews, deployment options, and implementation timeline. We provide independent analysis to help enterprise buyers make informed decisions.