271 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  Scientist.com


Chemical Synthesis

 Ai-biopharma  DeepMatter  EntheogeniX Biosciences  Kebotix  Molecule.one  Pending AI  PostEra  StoneWise


Data mining / Ontology building

 3BIGS  AcuraStem  Agamon  Aigenpulse  Antidote  Apixio  Arctoris  Ardigen  Auransa Inc.  BenchSci  BenevolentAI  Berg  Biorelate  BioSymetrics  Bioz  BMSystems  Calico Life Sciences  Causaly  Celeris  Cellarity  Clover Therapeutics  Cyclica  CytoReason  Data2Discovery  Deep Intelligent Pharma  DEXSTR  e-therapeutics  Empiric Logic  Engine Biosciences  Erasca  Evid Science  Flatiron Health  Genialis  Genuity Science  GNS Healthcare  Ingentium  Innophore  Innoplexus  Insilico Medicine  Insitro  Intellegens  Intelligencia  Intoolab  Iris.ai  Kyndi  Meta  Micar Innovation  Mozi AI health  NetraMark  nference  OccamzRazor  OKRA Technologies  Olaris  omicX  OWKIN  Paradigm4  PatSnap  Percayai  Plex Research  Precisionlife  Quertle  Recursion Pharmaceuticals  Researchably  ReviveMed  Silexon AI Technology  Spark Beyond  Sparrho  Systems Oncology  Tempus  Transilico  Vyasa Analytics


Biology research (Target identification/validation)

 Accutar Biotech  Acorn AI  Aigenpulse  Anima Biotech  Arbor Biotechnologies  Arctoris  Ardigen  BioAge Labs  BioXcel  BlackThorn Therapeutics  BMSystems  Calico Life Sciences  Celeris  Cellarity  Celsius Therapeutics  Cyclica  CytoReason  Deargen  Deep Genomics  Deep Intelligent Pharma  DeepTrait  Denovicon Therapeutics  e-therapeutics  Eigengene  Elucidata  Engine Biosciences  Entropica Labs  Envisagenics  Erasca  Euretos  Evaxion Biotech  EVQLV  Frontier Medicines  Genialis  Genuity Science  Healx  Ichor Biologics  Insilico Medicine  Insitro  Intomics  Juvena Therapeutics  LabGenius  Lodo Therapeutics  Micar Innovation  Micrographia Bio  NetraMark  NuMedii  OccamzRazor  Olaris  OneThree Biotech  OrganoTherapeutics  OWKIN  Percayai  Precisionlife  Recursion Pharmaceuticals  Remedium AI  Resonant Therapeutics  ReviveMed  SEngine Precision Medicine  Silexon AI Technology  SimplicityBio  Sirenas  Spark Beyond  Standigm  Strateos  Structura Biotechnology  Syntekabio  TeselaGen  Transilico  TwoXAR  VantAI  Vaxine  Veralox Therapeutics  Verge Genomics  X-37  ZebiAI


Lead Discovery

 99andBeyond  A2A Pharmaceuticals  Accutar Biotech  Acellera  Acorn AI  Ai-biopharma  Anima Biotech  Antiverse  ApexQubit  Aqemia  Ardigen  Atomwise  BenevolentAI  Berg  BlackThorn Therapeutics  CaroCure  Celeris  Cellarity  ChemAlive SA  ChemPass  Cloud Pharmaceuticals  Cotinga Pharmaceuticals  Cyclica  Deargen  DeepCure  Denovicon Therapeutics  e-therapeutics  Eigengene  EntheogeniX Biosciences  Envisagenics  Evaxion Biotech  EVQLV  Exscientia  Fetch Biosciences  Genesis Therapeutics  Genialis  Glamorous.AI  Globavir Biosciences  Hafnium Labs  Haystack Sciences  Ichor Biologics  Innophore  Insili.com  Insilico Medicine  Just Biotherapeutics  Juvena Therapeutics  Kuano  LabGenius  Lodo Therapeutics  MAbSilico  MedChemica  Menten AI  Micar Innovation  Nanna Therapeutics  Nuritas  OneThree Biotech  Optibrium  OrganoTherapeutics  Pending AI  Pepticom  Peptone  Pharma.AI  Pharmacelera  PharmCADD  Phenomic AI  Polaris Quantum Biotech  PostEra  ProteinQure  Quantitative Medicine  Qulab  Recursion Pharmaceuticals  Remedium AI  Resonant Therapeutics  Reverie Labs  Schrödinger  SEngine Precision Medicine  Silexon AI Technology  Silicon Therapeutics  Sirenas  Spring Discovery  Standigm  StoneWise  Synsight  Syntekabio  Totient  Transilico  TwoXAR  Unnatural Products  VantAI  Variational AI  Veralox Therapeutics  Verge Genomics  Virvio  X-37  XtalPi


Preclinical Development

 Accutar Biotech  AI Therapeutics  Aigenpulse  Aqemia  Ardigen  Auransa Inc.  Berkeley Lights  BlackThorn Therapeutics  C4X discovery  CaroCure  Cloud Pharmaceuticals  Cotinga Pharmaceuticals  Cyclica  Deep Intelligent Pharma  Desktop Genetics  Emerald Cloud Lab  Evaxion Biotech  EVQLV  Exscientia  Foundation Medicine  Frontier Medicines  Genialis  Iktos  Insilico Medicine  Intelligencia  InVivo AI  Juvena Therapeutics  Keen Eye Technologies  Lodo Therapeutics  MedChemica  Micar Innovation  Molomics  Nanna Therapeutics  Novoheart  OneThree Biotech  Peptone  Pharnext  Quantitative Medicine  Reveal Biosciences  Reverie Labs  Silexon AI Technology  Standigm  Synthace  Transcriptic  Turbine AI  TwoXAR  Veralox Therapeutics  VERISIM Life


Biomarker Discovery

 Ardigen  biotx.ai  Cambridge Cancer Genomics  CytoReason  Deargen  DeepTrait  Envisagenics  Euretos  Foundation Medicine  Genialis  Genuity Science  Imagia  Insilico Medicine  Intomics  Lunit  MAbSilico  OccamzRazor  Olaris  OWKIN  ReviveMed  SEngine Precision Medicine  Silexon AI Technology  SimplicityBio  Syntekabio  Turbine AI


Clinical Development

 Agamon  AI Therapeutics  AiCure  Antidote  BenevolentAI  BioAge Labs  BioXcel Therapeutics  BlackThorn Therapeutics  BullFrog AI  Cambridge Cancer Genomics  Clinion  Clinithink  Clover Therapeutics  CytoReason  Cytox  Datavant  Deep 6 AI  Deep Intelligent Pharma  DeepThink Health  eClinical Solutions  FDNA  Flatiron Health  Foundation Medicine  Genuity Science  GNS Healthcare  HistoIndex  Imagia  Inato  Intelligencia  Intomics  Keen Eye Technologies  Lantern Pharma  Lunit  Massive Bio  Medable  MendelAI  NetraMark  nQ Medical  OWKIN  Perceiv Research  Pharnext  Reveal Biosciences  Saama  Scipher Medicine  SimplicityBio  Spark Beyond  Tempus  TrialsAi



 Aetion  Concerto HealthAI  Flatiron Health  GNS Healthcare


Drug Repurposing

 AcuraStem  Ardigen  Biovista  BioXcel  BioXcel Therapeutics  Cyclica  CytoReason  Delta4 AI  Engine Biosciences  Euretos  Exscientia  Genialis  Genuity Science  Globavir Biosciences  Healx  Innophore  Insilico Medicine  Intomics  InveniAI  Kuano  Lantern Pharma  NetraMark  NuMedii  Pharnext  Purposeful  Qrativ  Recursion Pharmaceuticals  Repurpose.AI  Silexon AI Technology  Standigm  StoneWise  Synsight  Transilico  Turbine AI


Virtual Lab Assistants

 HelixAI  Intoolab  LabTwin  LabVoice


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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;