Articles tagged with “predictive-maintenance”

Smart Manufacturing in Pharma: AI, Quality & Supply Chain

Examine how smart manufacturing in pharma uses AI, digital twins, and IoT to optimize production, quality control, and supply chains using a GSK case study.

45 min read

3/10/2026

smart manufacturing pharma industry 4.0 artificial intelligence digital twins quality control supply chain optimization predictive maintenance gsk case study

Predictive Maintenance for Lab Instruments: An ROI Analysis

Explore the ROI of predictive maintenance for lab instruments. Updated for 2026, this guide analyzes ML scheduling cost-benefit factors to reduce downtime and extend equipment life

60 min read

12/7/2025

predictive maintenance lab instruments roi analysis machine learning equipment uptime condition-based maintenance maintenance scheduling pharma 4.0