Artificial intelligence and machine learning companies develop software, algorithms and computational platforms that analyse biological data, automate workflows and accelerate scientific discovery. These technologies are increasingly used across drug discovery, diagnostics, genomics and healthcare research.
This category includes companies working on:
Browse 243 UK AI and machine learning companies below.
Cyanobacterial synthetic biology platform producing sustainable specialty chemicals
Deep Blue Biotech is a biotechnology company using genetically engineered cyanobacteria to produce high-value specialty chemicals as sustainable alternatives to fossil-derived ingredients. The platform uses carbon dioxide, light, and water as primary inputs, guided by AI-driven metabolic modelling, to manufacture…
AI platform for bone marrow morphology analysis
Ground Truth Labs is an Oxford-based computational pathology company applying machine learning and computer vision to decode disease in bone marrow tissue. Its platform quantifies morphological markers including fibrosis, blasts, and plasma cells at slide and cell level, and identifies novel prognostic patterns…
Graph AI platform for crop gene target discovery and precision breeding
Biographica is a London agbiotech developing a graph machine learning platform to identify and validate gene editing targets for crop improvement. The platform integrates genomic, transcriptomic, and scientific literature data within knowledge graphs, combining in silico modelling with in vivo validation at Rothamsted…
Not-for-profit research organisation targeting intrinsically disordered proteins
Bind Research is the UK's first Focused Research Organisation, established to make intrinsically disordered proteins druggable targets for new medicines. The organisation integrates NMR spectroscopy, biophysical characterisation, chemoproteomics, and AI to build comprehensive datasets of disordered protein-small…
AI-powered scientific knowledge management and laboratory workspace
Labbera is a software company developing an AI-enabled workspace for scientific and laboratory research teams. Its platform connects experimental records, spreadsheets, files, meeting notes and project tasks into a searchable body of research context. Users can ask questions about previous experiments, retrieve…
AI-powered molecular design software for medicinal chemists
deepmirror is a software company developing an AI-powered drug design application for medicinal chemists. Its no-code interface integrates generative molecular design with predictive modelling of key drug properties including target affinity, ADMET profiles and solubility, enabling hit-to-lead and lead optimisation…
Microbiome emulation platform for drug development de-risking
BioCorteX is a biotech company that applies computational emulation to model interactions between drugs, the human microbiome, and the immune system. Its platform uses physics- and chemistry-based simulation to generate in-silico predictions of drug-bacteria interactions across diverse patient populations. The…
National institute developing new imaging and technology platforms for life science
The Rosalind Franklin Institute is a national institute developing new technologies for the life sciences, bringing together physical sciences, engineering and biology. The Institute's research spans artificial intelligence, biological mass spectrometry, advanced imaging and structural biology, aiming to reveal…
AI-guided RNA therapies for chronic metabolic diseases
Elarna Bio is a biotechnology company developing long-acting RNA therapeutics for chronic metabolic diseases. It combines AI-driven discovery with RNA engineering to improve the duration of therapeutic activity. The platform focuses on challenges associated with liver-targeted RNA treatments and is intended for…
IVD and companion diagnostics regulatory consultancy and CRO
ARC Regulatory is a contract research organisation and regulatory consultancy specialising in in vitro diagnostics and companion diagnostics for precision medicine clinical trials. The company provides regulatory strategy, clinical trial management, quality management, and assay validation services to pharmaceutical…
ML platform designing optimised CAR-T and BiTE therapies
Coding Bio is a biotechnology company using machine learning and high-throughput screening to design chimeric antigen receptor and bispecific T cell engager therapies. The company's platform screens millions of modular protein candidates in living cells to identify designs that best induce immune responses, generating…
AI-driven tRNA synthetase platform for novel small molecule therapeutics
Oxford Drug Design is an Oxford biotech developing small molecule therapeutics using an integrated platform combining aminoacyl-tRNA synthetase biology with proprietary generative AI and machine learning. The platform provides structural biology knowledge, crystallographic data, and novel chemotypes targeting tRNA…
AI-driven platform engineering better crop varieties
Wild Bioscience is an agricultural biotechnology company developing next-generation crop varieties using a platform that combines evolutionary biology with machine learning. By mining genetic variation in wild plant relatives, the company identifies and designs gene edits targeting traits including nitrogen use…
Programmable RNA delivery platform targeting non-hepatic tissues
Sixfold Bioscience is a biotechnology company developing a programmable RNA-based delivery platform that exploits the body's natural extracellular RNA transport pathways to direct therapeutic RNA molecules to specific non-hepatic tissues and cell types. The platform uses computationally designed chemical modifications…
AI-driven mass spectrometry biomarker services for diagnostics and drug development
Guilford Street Laboratories Ltd is a contract research organisation providing machine learning-powered mass spectrometry services for biomarker discovery, assay development, and precision medicine. The company specialises in high-sensitivity multi-omic analysis of protein, lipid, and metabolite biomarkers, supporting…
AI and machine learning platform for agricultural and life sciences
Agxio is an AI and machine learning company developing automated platform solutions for the agricultural, life science, and biotech industries. Its platform suite enables researchers, farmers, and industry operators to design and deploy predictive models for applications including livestock health monitoring, crop…
Biophysical platform revealing molecular behaviour for discovery
Apoha is a deep tech company developing a biophysical measurement platform based on nonlinear acoustic wave propagation at liquid interfaces. The platform generates multi-dimensional data on molecular behaviour including responses to stress, motion, and mixture conditions, from small sample volumes. Apoha positions…
AI-driven robotic chemistry platform for on-demand molecule synthesis
Chemify is a UK deep-tech company that digitises chemical synthesis by combining a proprietary chemistry programming language, robotics, and artificial intelligence. Its platform translates digital molecular designs into physical compounds, drawing on a large curated database of validated chemical reactions to…
Open-source AI models for biomolecular structure and drug design
Boltz is a software and AI company building biomolecular foundation models for drug discovery. Its models predict the three-dimensional structures of proteins and other biomolecules, estimate how strongly small molecules bind their targets, and generate candidate molecules and proteins. Boltz makes models available…
Bayesian oncology models for treatment-response prediction and research
Concr is a London biotechnology software company using astrophysics-derived Bayesian AI to model individual cancer biology and predict treatment responses. Its FarrSight platform combines genomic, molecular and clinical datasets in digital twins, supporting research into patient stratification and oncology drug…