Planning an AI-Driven Lab in 2026? Build a Strong Data Foundation with Smart LIMS Software

Author: Shonali Paul

Journal: Astrix, February 05, 2026

Abstract: As we move into 2026 and beyond, artificial intelligence (AI) is becoming an operational requirement across regulated and non-regulated laboratories alike. From predictive analytics and intelligent quality control to automated decision support, AI promises to fundamentally reshape how laboratories operate and pave the way for implementing Smart LIMS Software.

However, despite growing investment in AI tools, many laboratories remain unprepared to realize meaningful value from them. The reason is not a lack of algorithms or computing power—it is a lack of AI-ready data.