Benchmarks for Natural Language Data Mining with LLMs
Chemical Exchange Format Committee
Clinical Trial Environmental Impact
CMC Process Ontology
Data FAIRy Bioassay Annotation
Digital Analytical Methods (with ASM)
IDMP Ontology
In Vitro NAM Data Standards
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Large Language Models in Life Sciences
LLM and NLP Use Case Database
MNMs for Repurposing Non Clinical In Vivo Data
Open Source Instrument Data Converter Repository
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Survey
Results from our poll conducted at CTTC in London
Results from the Thoughtworks sponsored poll, conducted at the 2026 Pistoia Alliance Spring Conference
Our 2025 The Evolution of Labs Report has been conducted in partnership with Open Pharma Research, organizers of the Lab of the Future Congress. For the third year running, the survey examines lab technology use and investment, the key benefits and barriers to adoption, and what support is needed to enable the lab of the future.
