Delivered Projects
Unified Data Model (UDM)
This project created an open, extendable, and freely available data format for the exchange of experimental information about compound synthesis and testing
Delivered ProjectsFAIRMethods Hub
Methods Hub
This project enabled the digitization of analytical methods for seamless exchange between different High-Performance Liquid Chromatography (HPLC) systems and Chromatography Data Systems (CDS).
Delivered ProjectsHELM
Hierarchical Editing Language for Macromolecules (HELM)
This project created and established Hierarchical Editing Language for Macromolecules (HELM) as the industry’s complex biomolecule notation of choice
Delivered ProjectsSEED
Semantic Enrichment of Electronic Lab Notebook Data (SEED)
This project helped the life sciences industry unlock the value of data in Electronic Lab Notebooks (ELN) using data standards and semantic enrichment
Current ProjectsData Driven Value
In Vitro Pharmacology
In vitro Pharmacology screening is performed extensively in the drug discovery process before IND (Investigational New Drug) applications for the best drug candidates are submitted to the FDA and regulatory bodies who assess their safety.
AICurrent ProjectsFAIRProjects
LLM and NLP Use Case Database
This collaborative project was launched to create a bottom-up qualitative Natural Language Processing (NLP) Use Case Database, to allow NLP practitioners in pharma companies to share successes and failures with their peers
Current ProjectsKnowledge GraphsOntologies
Large Language Models in Life Sciences
Explore the use of Large Language Models for biological research, and define the best practices for doing so, using target discovery and validation as the initial use case
Current ProjectsFAIR
Datafairy Bioassay Annotation
This project aims to convert unstructured assay protocol descriptions into a high-quality FAIR data set, and create standards for this information.
Current Projects
CMC Process Ontology
Our project aims to develop a pharmaceutical (CMC) process ontology, based on the ISA88/95 framework. This ontology will serve to standardize laboratory and plant production process recipes, and in turn, establish standardized definitions.
Current ProjectsIDMPOntologies
IDMP Ontology
The IDMP Ontology (IDMP-O) is the pharmaceutical industry’s implementation layer for the ISO IDMP standards. It provides a shared, machine-readable framework for medicines data — one that goes beyond legal compliance to give organizations a directly deployable foundation for internal data management, regulatory submission, and cross-system interoperability.
Current ProjectsSocial Media
Social Media & Real-World Evidence
The goal of the Social Media to Produce Real-World Evidence (RWE) project is to develop and publish key regulatory guidelines associated with the use of social media as real-world data (RWD) to produce RWE.
Current ProjectsProjects
Pharma General Ontology Terminology
Project Charter: Ontologies proliferate. Their diversity limits semantic interoperability, increases costs, creates semantic siloes and slows the path to data centricity.