AI for Drug Discovery & Development
Derisk your pipeline with a purpose-built AI harness.
Agentic systems that turn biological complexity into evidence-driven decisions with confidence at scale.
Selected customers
Scientific & technology partners
AI is ready for drug discovery your data may not be
Most AI initiatives fall before the modelling stage. When data is incomplete, inconsistent, siloed, poorly governed or not suitable for machine learning. Ardigen closes this gap, turning fragmented biomedical data into decision-ready foundations.
Data is not ready for AI application
Disconnected platforms, vendors, labs, public repositories, and internal systems. Blocking unified scientific view.
Manual preparation bottlenecks
Scientists and engineers spend up to 50% of their time cleaning the data instead of advancing drug programs.
Disconnected AI pilots
AI models often remain isolated from production workflows, scientific review, and the go/no-go decisions they were meant to inform.
Limited reuse and scale
Without reusable data products, governed workflows, and scalable infrastructure, each new project repeats the same groundwork.
To make AI work in discovery, you need more than algorithms.
One partner for your entire data-to-decision journey -
from fragmented data to confident decisions
Adapted to every stage of drug discovery and development. From a scientific question to decision confidence, we handle every stage so you can focus on discovery.
Select a stage to see what we do and why it matters.
Data readiness
Data analysis
FAIR – Findable, Accessible, Interoperable, and Reusable.
Whether you are at data ingestion, data accessibility or AI training & modeling stage, the right conversation starts with an honest look at where you are, and what it would take to move forward.
Modern ways to turn your data into decisions
Knowledge graphs & semantic data layer
Connect proprietary assets and external evidence in one queryable layer, with custom ontologies that scientists and AI can both read.
AI agents & multi-agent systems
Agent systems that plan, execute, and verify inside your environment. Orchestrated by a robust AI harness, we scale your capabilities from a single research co-pilot to a fully governed agent swarm.
Multi-evidence drug program navigation
A single score is a weak argument. We combine molecular, spatial, clinical and literature evidence into ranked, source-cited recommendations you keep querying, not a one-off report.
Multimodal atlases & data products
Most of the work is harmonization. Messy multimodal data turned into FAIR, AI-ready products, built around the analysis they feed. Generated with AI agents inside the process.
Foundation & large perturbation models
Research-grade models made production-ready and benchmarked on your data, with proprietary ones built where none exist.
Expertise that goes beyond using tools - we build, train, and scale AI
AI: coworking
AI power users, scientists, and engineers
AI: system
Agentic AI empowering your research
AI: science
Integrated computational discovery
Where biology meets engineering to make data usable at scale
Engagements can begin at any stage – from foundational data engineering to deployed AI models to a fully integrated agentic research environment.
Full execution, not just advice
From raw data to actionable discovery decisions, we deliver the complete journey – not isolated models or reports.
Multimodal data, built for AI
We turn fragmented omics, imaging, and clinical data into unified, AI-ready products – far richer than single-source approaches.
Biology-first AI
Our AI is grounded in biology. Every model is validated against real drug discovery and development programs.
Scalable models, blueprints
Infrastructure and AI models designed to scale across teams, therapeutic areas, and data types.
Testimonials
- What started as a pilot project many years ago turned into a trusted broad collaboration between Ardigen and BI. Ardigen substantially contributed to several of our key projects, enabling us to significantly ramp up the scope of what we can achieve.
- Markus Bauer, PhD
- Global Computational Biology and Digital Sciences Therapeutic Area Oncology at Boehringer Ingelheim
- Ardigen provided several teams of high-calibre, multi-disciplined and proactive individuals to help Genomics England accelerate the transformation of population-scale bioinformatics pipelines. We are delighted with the collaboration and the outstanding results they have delivered. The bioinformatics and software engineering services they provided has helped us reduce project timelines and accelerate our development at a reasonable cost.
- Adrianto Wirawan, PhD
- Director of Bioinformatics Engineering at Genomics England
- Ardigen has been an exceptional partner to Sutro’s Informatics team, delivering top-notch software solutions tailored to our specific needs. The custom software developed by Ardigen has significantly improved the efficiency and accuracy of our workflows. Their commitment to quality and attention to detail are truly commendable. We highly appreciate their professionalism and look forward to continued collaboration.
- Hara Dilley
- Director, Informatics at Sutro Biopharma
- The feedback I have from the Clinical team is that your resources are doing an excellent job.
- Elian Winstanley
- Regional Manager Channel EMEA at Abbott Informatics
- Ardigen was instrumental in streamlining our processes with microbiome custom software development. Their deep expertise and unwavering commitment to the project led to significant and measurable improvements in the efficiency and quality of our research efforts. We highly recommend Ardigen for their outstanding and collaborative partnership in facilitating our research project. We are thrilled with the results and are exploring ways to continue our partnership.
- Martina Kluenemann, PhD
- Research Manager for Nutrition Immunology and Physiology, Evonik Operations GmbH
- Working with Ardigen has enabled us to apply precision bioinformatics and machine learning to our most pressing problems.
- Andy Greenstein
- Director, Translational Science at Corcept Therapeutics
- Ardigen has been a trusted partner to Alchemab for several years, helping us to accelerate our key software projects. Ardigen works seamlessly alongside our internal team, and we are always impressed by the quality of the work delivered.
- Jake Galson
- CTO at Alchemab Therapeutics
- Ardigen has been a great bioinformatics partner for Acrigen Biosciences. They were able to develop a custom bioinformatics workflow and wrap it in a web application, allowing easy access for our scientists.
- Michael Schelle
- Vice President Research and Operations at Acrigen Biosciences
- I’ve been really impressed with their expertise and communication skills. When we give them an analysis task, they go beyond what we’ve asked for and suggest and test new methods.
- Dr. Michael W. Rowe
- Director of Data Sciences at HeathTell
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