Articles tagged with “fair-data”

Dotmatics Platform & AI Integration in Lab Informatics

Learn how the Dotmatics platform integrates AI into life sciences R&D. This report examines Luma architecture, ELN systems, FAIR data, and lab informatics.

35 min read

4/12/2026

dotmatics lab informatics ai integration life sciences r&d fair data eln systems scientific data management bioinformatics

Open Scholarly Data Stack: Linking Papers, Authors & Data

Learn how the Open Scholarly Data Stack uses persistent identifiers like DOIs and ORCIDs to connect research papers, authors, datasets, and citation networks.

35 min read

3/7/2026

open scholarly data stack open science fair data persistent identifiers doi orcid research infrastructure scholarly knowledge graphs citation networks

Pharma AI Pilots: Fixing Data Foundations for Scale

Examine why most pharma AI pilots fail to reach production. This report analyzes data fragmentation, governance issues, and building scalable data foundations.

60 min read

3/3/2026

pharma ai ai scaling data foundation data governance fair data data fragmentation life sciences ai ai pilots

AI in Biotech: A Guide to Data Infrastructure Readiness

An educational guide to making your biotech AI-ready. Explore essential data infrastructure fixes for data quality, integration, compute, and governance — updated for 2026 with the latest on pharma supercomputers, FDA/EMA AI guidance, and industry best practices.

30 min read

12/9/2025

ai in biotech data infrastructure machine learning fair data data governance drug discovery data quality data integration