Knowledge hub

Knowledge hub

Data Management

Scientist reviewing biological data for multimodal foundation models in drug discovery
Blog

Foundation Models in Drug Discovery: What Pharma Needs to Scale Multimodal AI

Life sciences professional using a tablet in front of digital data infrastructure screens
Scaling AI in Life Sciences: Why Data Infrastructure Determines Success
Abstract network visualization representing AI-driven integration of biological data and knowledge graphs for target identification in drug discovery.
Target Identification: From Poor Data to Quality Predictions
Abstract data streams representing data sourcing in pharmaceutical research and AI drug discovery
What Are Common Data Sourcing Patterns in Pharmaceutical Research (part 3)
Abstract visualization of binary data representing AI model training in drug discovery
What Type Of Data Do You Need For AI Drug Discovery (part 2)
Data quality management in AI-powered drug discovery and pharmaceutical research
Why Data Quality Matters in AI-powered Drug Discovery (part 1)
AI-powered bioinformatics platform visualizing biological data and model insights in a laboratory setting
The invisible bridge: How UX design can support AI success in bioinformatics?
Biotech AI data privacy in AI-driven biological and pharmaceutical research
Data Privacy Day 2026: Why Data Privacy Is Becoming a Technical Constraint in Biotech AI
AI in biotech evolving from experimental models to regulated, production-ready drug discovery systems
AI in Biotech: Lessons from 2025 and the Trends Shaping Drug Discovery in 2026
Data visualization representing AI-driven drug discovery using UK Biobank data
Blog

Lessons from the UK Biobank: Scaling AI Insights with Deep, Structured Data

AI transformation in clinical trials faces hurdles like data quality, bias, and scalability. Know the challenges and their corresponding sol
Challenges of AI in clinical trials and how to overcome them
Abstract data charts on screen representing biological data visualization techniques. integrated life science datasets
Choosing the right chart type for data visualization: A guide for biologists
Real-time analytics for Clinical Trials
Multimodal data integration for machine learning project
Ardigen offers one-week cloud onboarding for biotech companies.
Cloud Onboarding for Biotech in 1 week
Clinical Data Lakehouse | AI & Big Data in Drug Development | Transforming Healthcare Analytics
Data Lakehouses: A Strategic Imperative for the Future of Clinical Studies?
Unifying internal access to data: A smart search application for the biotechnology industry
Large-scale machine learning workflows