Insights

Lab Informatics Insights

Research-backed perspectives on LIMS, lab automation, and operational efficiency.

AI in Laboratory Informatics

Where AI actually helps in lab operations and where it does not.

Modernization patterns that reduce bottlenecks without disrupting operations.

Trends in integration, robotics, and data orchestration shaping lab automation.

Operational impacts and what labs can do right now to adapt.

What is changing in LIMS buying, implementation, and vendor expectations.