Articles tagged with “scientific-data-management”

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

Data Layer Architecture for AI Scientific Research

Learn to design a data layer architecture for AI-powered scientific research. This guide explains FAIR data principles, pipelines, metadata, and storage.

55 min read

3/15/2026

data layer architecture fair data principles scientific data management ai research infrastructure data pipelines machine learning workflows metadata management