360 Companies Applying Artificial Intelligence In Drug Discovery and Development

tree of AI in drug discovery and development

In this post I tried to summarize pretty much all small-scale companies (mostly startups), who offer artificial intelligence (AI)-driven computational tools and services for the key stages of a drug discovery pipeline.

Excitement about artificial intelligence has been growing in the pharmaceutical industry over the last decade or so -- thanks to rapid progress in the following areas: computer hardware (better and cheaper processors); cloud infrastructures and distributed computing; natural language processing (NLP), and most vividly -- deep learning (DL) algorithms and neural net architectures. This allowed AI to emerge from mostly theoretical discipline of the last century to workable and widely commercialized toolset, nowadays. 

Needless to say progress in AI goes shoulder to shoulder with advancements in automation -- novel robotized mechanisms, sensor systems, and new creative ways to connect processes, and integrate different data types (e.g. “omics” with EMRs/EHRs).  

Altogether, the above advances in AI and automation represent a new world of opportunities for the pharmaceutical and biotech companies, who express a growing interest to adopt AI solutions for boosting their R&D, and operational functions.

Therefore, this post is meant to be a quick “go-to” reference for choosing the right AI-vendor for a wide range of pharmaceutical research tasks. Note the following before you proceed: 

  1. the companies are grouped according to a typical use-case, and each company profile features condensed information about the organization and what it does (click on it to view). 

  2. any one company may be featured in multiple chapters, since many AI-vendors are building integrated solutions for overlapping use-cases. 

  3. if you want your company be featured in this list (and automatically -- in our market research platform BPT Analytics, send us information to info@biopharmatrend.com for review)

  4. If you want your company’s logo to be featured in this list, please, send us a request with copyright/trademark permission to do so.

  5. In case you need access to an interactive market intelligence tool, with automatically updated reports about AI-vendors and more than 10.000 other companies in the biopharma industry -- subscribe to become a beta-user of BPT Analytics platform (Start of private beta testing period: February 2020).  

 

Getting research materials, consumables, and R&D services

 BenchSci  Bioz  Iris.ai  Scientist.com

 

Chemical Synthesis

 Ai-biopharma  DeepMatter  EntheogeniX Biosciences  Hafnium Labs  J-Star Research  Kebotix  Molecule.one  Pending AI  PostEra  StoneWise

 

Data mining / Ontology building

 3BIGS  AbCellera  Acelot Inc  AcuraStem  Agamon  Aigenpulse  Aimble  Allcyte  Antidote  Apixio  Arctoris  Ardigen  Aria Pharmaceuticals (Formerly: TwoXAR)  Asimov  Auransa Inc.  BMSystems  BenchSci  BenevolentAI  Berg  Berkeley Lights  BigHat Biosciences  BioLizard  BioSymetrics  Biorelate  Bioz  CMIC  Calico Life Sciences  Causaly  Celeris Therapeutics  Cellarity  Clinithink  CloudPharm  Clover Therapeutics  Cyclica  CytoReason  Cytobank  Cytox  DEXSTR  Data2Discovery  Deep Intelligent Pharma  DeepLife  DeepMatter  DeepThink Health  Eigengene  Empiric Logic  Empirico  Engine Biosciences  Entropica Labs  Erasca  Euretos  Evid Science  Evogene  Excelra  FDNA  Flatiron Health  GATC Health  GNS Healthcare  Genialis  Genuity Science  Glympse Bio  Healint  Ibis Therapeutics  Immunai  Ingentium  Innophore  Innoplexus  Insilico Medicine  Insitro  Intellegens  Intelligencia  Intoolab  InveniAI  Iris.ai  J-Star Research  Kyndi  MedChemica  Medidata Solutions  MendelAI  Meta  Micar Innovation  MindRank AI  Modulus Therapeutics  Mozi AI health  Nabla Bio  NetraMark  Neumora Therapeutics  NonExomics  Novoheart  OKRA Technologies  OM1  OWKIN  OccamzRazor  Olaris  Omnia Biosystems  Optina Diagnostics  PRA Health Sciences  Paradigm4  PatSnap  Peptone  Percayai  Perspix Biotech  Pharos iBT  Phastar  PicnicHealth  Plex Research  Precisionlife  PsychoGenics  Pucho Life Sciences Inc.  Pumas AI  Purposeful  Qrativ  QuantaCell  Quertle  Qventus  Recursion Pharmaceuticals  Researchably  Resonant Therapeutics  Reveal Biosciences  ReviveMed  Ro5  Schrödinger  Sensyne Health  Sentauri  Silexon AI Technology  Silicon Therapeutics  Spark Beyond  Sparrho  Structura Biotechnology  Systems Oncology  Tempus  TeselaGen  Totus Medicines  Transilico  TrialsAi  Unlearn.ai  Valo Health  Vuno  Vyasa Analytics  Wellframe  WinterLight Labs  Xbiome  XtalPi  YITU Technology  ZebiAI  e-therapeutics  iCarbonX  nQ Medical  nference  omicX

 

Biology research (Target identification/validation)

 AbCellera  Acellera  Acelot Inc  Aigenpulse  Allcyte  Alphanosos  Anima Biotech  Arbor Biotechnologies  Arctoris  Ardigen  Aria Pharmaceuticals (Formerly: TwoXAR)  Asimov  Atomwise  BMSystems  BigHat Biosciences  BioAge Labs  BioLizard  BioXcel  Black Diamond Therapeutics  BlackThorn Therapeutics  BullFrog AI  C4X discovery  Calico Life Sciences  Capsida Biotherapeutics  Celeris Therapeutics  Cellarity  Celsius Therapeutics  Charles River Laboratories  CloudPharm  Clover Therapeutics  Culture Biosciences  Cyclica  CytoReason  Cytobank  DNAstack  Deargen  Deep Genomics  Deep Intelligent Pharma  DeepCure  DeepLife  DeepTrait  Delta4 AI  Denovicon Therapeutics  Denovium  Desktop Genetics  EVQLV  Eigengene  Elucidata  Emerald Cloud Lab  Empirico  Engine Biosciences  Entropica Labs  Envisagenics  Erasca  Euretos  Evaxion Biotech  Evogene  Exscientia  FAR Biotech  Fermion Technology  Frontier Medicines  GATC Health  Galapagos  Galixir  Gatehouse Bio  Genfit  Genialis  Genuity Science  Gero  Glamorous.AI  Glympse Bio  Gordian Biotechnology  Gritstone Bio (formerly -- Gritstone Oncology)  Hafnium Labs  Haystack Sciences  Healx  HiFiBiO Therapeutics  HistoIndex  Ibis Therapeutics  Ichor Biologics  Icosavax  Iktos  Immunai  InSilico Trials  Infinite Intelligence Pharma  Innophore  Insilico  Insilico Medicine  Insitro  Intellegens  Intomics  InveniAI  J-Star Research  Just Biotherapeutics  Juvena Therapeutics  Keen Eye Technologies  LEXEO Therapeutics  LabGenius  LabTwin  Landos Biopharma  Lassogen  Lodo Therapeutics  MedChemica  MendelAI  Menten AI  Metis Pharmaceuticals  Micar Innovation  Micrographia Bio  MindRank AI  Modulus Therapeutics  Molecule.one  Molomics  Nabla Bio  Nanna Therapeutics  NetraMark  NonExomics  Novoheart  NuMedii  Nuritas  OWKIN  OccamzRazor  Olaris  OmicEra Diagnostics  Omnia Biosystems  OneThree Biotech  Optina Diagnostics  OrganoTherapeutics  PathAI  Pathway Rx  Peerwell  Pepticom  Peptone  Peptris Technologies  Percayai  Perceiv Research  Perspix Biotech  PharmCADD  Pharma.AI  Pharmacelera  Pharnext  Phenomic AI  Precisionlife  ProteinQure  Pumas AI  Purposeful  Qrativ  QuantaCell  Quantitative Medicine  Qubit Pharmaceuticals  RECEPTOR.AI  Recursion Pharmaceuticals  Remedium AI  Researchably  Resonant Therapeutics  ReviveMed  Ro5  SEngine Precision Medicine  Schrödinger  Scipher Medicine  Sentauri  Silexon AI Technology  Silicon Therapeutics  SimplicityBio  Sirenas  Standigm  Strateos  Structura Biotechnology  Synsight  Syntekabio  Synthace  Tempus  TeselaGen  TheraPanacea  Totient  Totus Medicines  Transcriptic  Transilico  Turbine AI  Valo Health  Vaxine  Veralox Therapeutics  Verge Genomics  Virvio  Vuno  WuXi Apptec  X-37  ZebiAI  e-therapeutics  neoX Biotech

 

Lead Discovery

 99andBeyond  A2A Pharmaceuticals  AbCellera  Accutar Biotech  Acelot Inc  Ai-biopharma  Aimble  Alphanosos  Anima Biotech  Antiverse  ApexQubit  Aptuit  Aqemia  Ardigen  Aria Pharmaceuticals (Formerly: TwoXAR)  Atomwise  BenchSci  BenevolentAI  Berg  Black Diamond Therapeutics  BlackThorn Therapeutics  C4X discovery  CaroCure  Celeris Therapeutics  Cellarity  ChemAlive SA  ChemPass  Cloud Pharmaceuticals  Cotinga Pharmaceuticals  Cyclica  Deargen  Deep Genomics  DeepCure  Delta4 AI  Denovicon Therapeutics  EVQLV  Eigengene  EntheogeniX Biosciences  Envisagenics  Erasca  Evaxion Biotech  Exscientia  Fetch Biosciences  Gain Therapeutics  Galapagos  Galixir  Genesis Therapeutics  Genfit  Genialis  Gero  GigaCeuticals  Glamorous.AI  Globavir Biosciences  Gritstone Bio (formerly -- Gritstone Oncology)  Hafnium Labs  Haystack Sciences  Healx  HiFiBiO Therapeutics  Ichor Biologics  Icosavax  Iktos  Innophore  Innoplexus  Insili.com  Insilico Medicine  Interprotein Corporation  Just Biotherapeutics  Juvena Therapeutics  Kuano  LEXEO Therapeutics  LabGenius  Lantern Pharma  Lassogen  Lodo Therapeutics  Lunit  MAbSilico  MedChemica  Menten AI  Metis Pharmaceuticals  Micar Innovation  Micrographia Bio  Nanna Therapeutics  Neumora Therapeutics  Nuritas  Omnia Biosystems  OneThree Biotech  Optibrium  OrganoTherapeutics  PPD Inc  Pending AI  Pepticom  Peptone  Perceiv Research  PharmCADD  Pharma.AI  Pharmacelera  Pharos iBT  Phenomic AI  Phlexglobal  Polaris Quantum Biotech  PostEra  Precisionlife  ProteinQure  PsychoGenics  Pucho Life Sciences Inc.  Quantitative Medicine  Qulab  RECEPTOR.AI  Recursion Pharmaceuticals  Remedium AI  Researchably  Resonant Therapeutics  Reverie Labs  SEngine Precision Medicine  SGS  Schrödinger  Silexon AI Technology  Silicon Therapeutics  Sirenas  Spring Discovery  Standigm  StoneWise  Synsight  Syntekabio  TheraPanacea  Totient  Totus Medicines  Transilico  Turbine AI  Unnatural Products  VERISIM Life  Valo Health  VantAI  Variational AI  Veralox Therapeutics  Verge Genomics  Virvio  X-37  Xbiome  XtalPi  e-therapeutics

 

Preclinical Development

 AI Therapeutics  Accutar Biotech  Aigenpulse  Allcyte  Apeiron Biologics  Aptuit  Aqemia  Ardigen  Aria Pharmaceuticals (Formerly: TwoXAR)  Atomwise  Auransa Inc.  BenevolentAI  Berkeley Lights  BioXcel  Biovista  BlackThorn Therapeutics  C4X discovery  Calico Life Sciences  CaroCure  Cloud Pharmaceuticals  Clover Therapeutics  Cotinga Pharmaceuticals  Culture Biosciences  Cyclica  Deargen  Deep Intelligent Pharma  Delta4 AI  Desktop Genetics  EVQLV  Eigengene  Emerald Cloud Lab  Engine Biosciences  Evaxion Biotech  Excelra  Exscientia  Fermion Technology  Foundation Medicine  Frontier Medicines  Gain Therapeutics  Galixir  Genialis  Gero  GigaCeuticals  Glamorous.AI  Healx  HiFiBiO Therapeutics  Icosavax  Iktos  InVivo AI  Innoplexus  Insilico Medicine  Interprotein Corporation  Juvena Therapeutics  Keen Eye Technologies  LEXEO Therapeutics  Labcorp Drug Development (formely Covance)  Lodo Therapeutics  MedChemica  MendelAI  Metis Pharmaceuticals  Micar Innovation  Model Medicines  Molomics  Nanna Therapeutics  Neumora Therapeutics  Novoheart  Nuritas  Omnia Biosystems  OneThree Biotech  OrganoTherapeutics  Peptone  Perceiv Research  PharmCADD  Pharnext  Pharos iBT  Quantitative Medicine  Reveal Biosciences  Reverie Labs  SGS  Schrödinger  Silexon AI Technology  Standigm  Synthace  Systems Oncology  Transcriptic  Turbine AI  VERISIM Life  Valo Health  Veralox Therapeutics  WuXi Apptec  X-37  XtalPi

 

Biomarker Discovery

 Adapsyn Bioscience  AiCure  Ardigen  Asimov  BMSystems  BioLizard  Biobeats  BlackThorn Therapeutics  Cambridge Cancer Genomics  Clover Therapeutics  CytoReason  Cytox  Deargen  Deep Longevity  DeepLife  DeepTrait  Denovium  Envisagenics  Euretos  Evoke Neuroscience  Excelra  Foundation Medicine  GATC Health  Genfit  Genialis  Genuity Science  Glympse Bio  HiFiBiO Therapeutics  Imagia  Innoplexus  Insilico Medicine  Intomics  Juvena Therapeutics  Labcorp Drug Development (formely Covance)  Lantern Pharma  Lunit  MAbSilico  Modulus Therapeutics  NonExomics  OWKIN  OccamzRazor  Olaris  OmicEra Diagnostics  OncXerna Therapeutics  OneThree Biotech  Optina Diagnostics  PathAI  Precisionlife  Qubit Pharmaceuticals  Reveal Biosciences  ReviveMed  SEngine Precision Medicine  Scipher Medicine  Silexon AI Technology  SimplicityBio  Strateos  Syntekabio  Transcriptic  Turbine AI  biotx.ai

 

Clinical Development

 AI Therapeutics  Agamon  AiCure  Antidote  Apeiron Biologics  BenevolentAI  Berg  BioAge Labs  BioSymetrics  BioXcel  BioXcel Therapeutics  Biobeats  Bioclinica  Biovista  Black Diamond Therapeutics  BlackThorn Therapeutics  BullFrog AI  Calico Life Sciences  Cambridge Cancer Genomics  Clinion  Clinithink  Clover Therapeutics  Cotinga Pharmaceuticals  CytoReason  Cytox  Datavant  Deep 6 AI  Deep Intelligent Pharma  DeepThink Health  Elucidata  Erasca  Evaxion Biotech  Excelra  Exscientia  FAR Biotech  FDNA  Flatiron Health  Foundation Medicine  GNS Healthcare  Galapagos  Genfit  Genuity Science  Glympse Bio  Healint  Healx  HiFiBiO Therapeutics  HistoIndex  ICON plc.  IQVIA  Icosavax  Imagia  Inato  Innoplexus  Intelligencia  Intomics  Keen Eye Technologies  LEXEO Therapeutics  Labcorp Drug Development (formely Covance)  Lantern Pharma  Lunit  Massive Bio  Medable  Medidata Solutions  MendelAI  NetraMark  OWKIN  Open Orphan  OrganoTherapeutics  PPD Inc  PathAI  Perceiv Research  Pharnext  Pharos iBT  Phastar  Phlexglobal  PicnicHealth  Purposeful  Quertle  Qulab  Qventus  Recursion Pharmaceuticals  Reveal Biosciences  SGS  Saama  Scipher Medicine  SimplicityBio  Tempus  TrialsAi  Unlearn.ai  VantAI  WinterLight Labs  WuXi Apptec  X-37  eClinical Solutions  iCarbonX  nQ Medical

 

Pharmacovigilance

 Aetion  Cambridge Cancer Genomics  ConcertAI  Datavant  Deep Intelligent Pharma  Flatiron Health  Foundation Medicine  GNS Healthcare  Healint  Inato  Massive Bio  Medable  Medidata Solutions  PRA Health Sciences  PicnicHealth  Wellframe  nQ Medical

 

Drug Repurposing

 AcuraStem  Ardigen  BioXcel  BioXcel Therapeutics  Biovista  Black Diamond Therapeutics  BlackThorn Therapeutics  BullFrog AI  CloudPharm  Cyclica  CytoReason  DeepLife  Delta4 AI  Engine Biosciences  Euretos  Excelra  Exscientia  FAR Biotech  Frontier Medicines  Galapagos  Gatehouse Bio  Genfit  Genialis  Genuity Science  Gero  Globavir Biosciences  Hafnium Labs  Healx  Innophore  Insilico Medicine  Interprotein Corporation  Intomics  InveniAI  Kuano  Lantern Pharma  NetraMark  NuMedii  Oncocross  Peptris Technologies  Pharnext  Precisionlife  PsychoGenics  Pucho Life Sciences Inc.  Purposeful  Qrativ  Recursion Pharmaceuticals  Repurpose.AI  Silicon Therapeutics  Standigm  StoneWise  Synsight  TeselaGen  Transilico  Unlearn.ai  Unnatural Products  Valo Health  Variational AI

 

Virtual Lab Assistants

 Culture Biosciences  Cytobank  HelixAI  InSilico Trials  Intoolab  LabTwin  LabVoice  Optina Diagnostics  Sentauri  TheraPanacea  Transcriptic

 

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You may want to read “How Big Pharma Adopts AI To Boost Drug Discovery” to get an extra insight into application use cases and examples of R&D partnerships in this space.

Sources of information: BPT Analytics; Crunchbase; company websites; PR wire services; Google News;