Articles tagged with “pharma-4-0”

Predictive Maintenance for Lab Instruments: An ROI Analysis

Explore the ROI of predictive maintenance for lab instruments. This guide analyzes the cost-benefit factors of ML scheduling to reduce downtime and extend equip

60 min read

12/7/2025

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

Pharma Digital Transformation: Identifying Industry Leaders

An in-depth analysis of the leaders in pharma digital transformation, examining the strategies of companies like AstraZeneca, Roche, and Pfizer with AI and clou

50 min read

11/8/2025

pharma digital transformation ai in pharma pharma innovation drug discovery generative ai pharma 4.0 cloud computing astrazeneca

Pharma MES: A Guide to Top MOM Software & Vendors

An in-depth guide to pharmaceutical MES and MOM software. Compare top vendors, understand cGMP compliance, and learn how systems enable electronic batch records

35 min read

10/19/2025

pharma mes mom software electronic batch record 21 cfr part 11 cgmp compliance isa-95 pharma 4.0

Pharma's AI Skills Gap: A 2025 Data-Driven Analysis

Our 2025 report analyzes the critical AI skills gap in the pharmaceutical industry, detailing the talent shortage with data and exploring key solutions.

45 min read

10/17/2025

ai in pharma ai skills gap pharmaceutical industry digital transformation upskilling reskilling pharma 4.0 data science

Pharmaceutical Automation Compliance: US Regulatory Frameworks

Explore US pharmaceutical automation compliance, covering FDA regulations like cGMP & 21 CFR Part 11, Pharma 4.0 trends, challenges, and best practices.

60 min read

7/22/2025

pharmaceutical automation fda regulations cgmp 21 cfr part 11 pharma 4.0 data integrity compliance system validation patient safety quality control