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Fluorescence microscopy image of cells stained with multiple Cell Painting dyes showing cellular organelles in green, blue, and pink, overlaid with Ardigen brand graphic elements indicating phenomics data in durg discovery
Blog

End to End Data-to-Decision Journey for AI-Driven Phenomics in Drug Discovery

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)
Scientist working with AI-driven drug discovery data in a biopharma laboratory
A practical 2026 roadmap for adopting AI in biopharma R&D
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
Good AI practice is no longer optional in Drug Discovery – EMA and FDA set the direction
Poster

From Public Repositories to Target Hypotheses – An End-to-End Data-to-Insights Journey for scRNA and Spatial Omics with Knowledge Graphs

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
Fluorescent Cell Painting image showing multiple cellular components used for morphological profiling in drug discovery.
The Applications of Morphological Profiling for Drug Discovery: The success stories
Your monthly AI in biotech digest – December
Leading with purpose: Łukasz Nowak on building strong teams and scalable operations
Leading with purpose: Łukasz Nowak on building strong teams and scalable operations
From patient data to novel targets and biomarkers: UK Biobank use
AI with impact: CTO Michał Warchoł on building tech that matters
From research to impact: Ardigen’s technology behind the Polish Microbiome Map