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Delivering Data Driven Value

Resource Tag: Delivering Data Driven Value

Gaining Insights from Complex Data

Evaluating Query Generation Strategies for Knowledge Graphs Using LLMs

2025 Pistoia Alliance London conference presentation, Dan Rozelle, VP of Data Analytics, Rancho Biosciences

Revealing Knowledge: Leveraging IDMP Ontology for Data Integration

Real world pharma use cases of Boehringer Ingelheim

At Boehringer Ingelheim, knowledge is distributed in heterogeneous data sources e.g., PDF documents, structured databases or Excel files. To overcome this state of data scattered across multiple silos, achieving a single source of truth, which enables Boehringer Ingelheim to answer complex, specific questions, is game-changing, time-saving and valuable for our business.

FAIR Maturity Matrix March 2025 Poster

The FAIR Maturity Matrix (FAIRMM) is a descriptive (self-)assessment instrument for Leadership and Communities of FAIR data practitioners evolving in the life-sciences. It provides a frame for actionable conversations, aligning stakeholders towards shared FAIR implementation goals.

FAIR-for-Pharma March 2025 Poster

To create value and guide strategic decision-making in lifescience organisations, data needs to be Findable, Accessible, Interoperable and Reusable (FAIR) both by humans and machines. The Pistoia Alliance FAIR –for-Pharma Community of Experts to enables the implementation of FAIR data principles in the life sciences. We have two working groups: FAIR for Business and FAIR Good practices & Thought Leadership.

Pharma General Ontology: Use cases

This document is a deliverable of the Pharma General Ontology (PGO) project. Its purpose is to
provide examples of high-level use cases for Pharma General Ontology project outputs. Namely:
who are the stakeholders, or personas, that are expected to use PGO? Which challenges does
PGO address? What are the benefits? Contents of this document may be used by project
members to disseminate use case scenarios foreseen for PGO, for example at conferences

DataFAIRy Project Wiki Page

This project aims to convert the biological assay protocols contained in research publications into a machine-readable FAIR format.

IDMP Ontology Community of Interest Meeting February 2025

February IDMP Ontology webinar meeting where we discuss important achievements of our IDMP-O project such as accomplishments of IDMP-O in 2024, Demo of the EMA PMS Data Alignment Proof of Concept and updates on the CMC Batch Tracking, Site and Product Data Proof of Concept, and outlook for 2025.

Pubchem Pistoia Classification Tree

The Pistoia Alliance DataFAIRy Bioassay Pilot is a collaborative project aiming to make bioassay information available in a FAIR format to increase the efficiency of bench scientists engaged in experiment planning and enable research that currently requires tedious expert literature review.

IDMP Ontology Community of Interest Meeting December 2024

Join us for another IDMP Ontology webinar where we discuss important achievements of our IDMP-O project such as industry IDMP-O survey key findings, updates on the EMA PMS Data Alignment Proof of Concept and the CMC Batch Tracking, Site, and Product Data Proof of Concept. These sessions are designed to improve data alignment and interoperability across the pharmaceutical industry.

Agenda
  • IDMP-O Survey Report Discussion: Analysis of industry insights and feedback on IDMP-O – Dominik Gigli/ Raphael Sergent
  • EMA PMS Data Alignment Proof of Concept Update – Fabian Muttach / Raphael Sergent
  • CMC Batch Tracking, Site, and Product Data Proof of Concept Update
  • Phase 4 Plans (2025): Outline of future initiatives for the year 2025 – Aditya Tyagi