AI Readiness Starts With the Data Behind It Artificial intelligence is becoming one of the biggest conversations in pharma manufacturing. Predictive maintenance. Faster deviation investigations. Automated batch review. Better visibility across sites. The potential is real. But there is one issue that gets overlooked. Most manufacturers are not short on AI ideas. They are short […]

Why Electronic Logbooks Are Replacing Paper in Life Sciences Manufacturing Walk into almost any regulated manufacturing facility and you’ll still find them—binders, clipboards, paper logs, and handwritten notes tracking equipment usage and production activities. They’ve been the standard for decades. But they come with a cost. Missed entries. Illegible handwriting. Delayed updates. Time‑consuming audits. And […]

What is a Digital Enablement Platform? If you’ve heard about OpsTrakker, you might assume it’s a Manufacturing Execution System (MES). It’s anunderstandable comparison—after all, OpsTrakker helps pharmaceutical manufacturers execute productiondigitally, manage batch records, and maintain GMP compliance. But that comparison misses the bigger picture. OpsTrakker is a Digital Enablement Platform (DEP) —and understanding the difference matters […]

eDatasheet: Manual Entry to a PI Data Historian Manual data entry into a PI system typically involves cumbersome and complex solutions. Various industries, including the life sciences, power & utilities, aviation, and more all require the ability for manual entry to a data historian. While mature data historization strategies are in place, they often fail to […]

Introduction to Manual Data Entry to a PI System Manufacturing companies in the life sciences must follow FDA 21 CFR 11 and EU GMP Annex 11 requirements in order to sell products in the US and EU. As many organizations across the industry scale up production from clinical to commercial operations, adequate documentation and access […]

21 CFR Part 11: A Brief Overview of cGMP Manufacturing companies in the life sciences must follow FDA 21 CFR 11 and EU GMP Annex 11 requirements in order to sell products in the US and EU. As many organizations across the industry scale up production from clinical to commercial operations, adequate documentation and access […]

Electronic logbooks, eLogBooks, or e-logs in the pharmaceutical industry aren’t exactly new. Many manufacturers have been using software for years to track equipment, production, and manufacturing of raw materials and finished goods. eLogBooks reduce paper use by eliminating paper documents, improving visibility into production processes, automating data collection with manual data entry, implementing risk management […]

As front liners whose activities play a vital role in supporting patient outcomes, pharmaceutical manufacturers need to get it right the first time. Recreating activities and reproducing products require extra time, cost, and effort and can leave the company prone to quality risks. The concept of Right First Time originates from the implementation of Six […]

Agility in New Areas of Life Sciences and Pharmaceutical Manufacturing Pharmaceutical manufacturing has traditionally relied on centralized facilities for mass pharmaceutical production and distribution. As good as this method is, it may be limited when looking at the larger industry trends. This method guarantees product quality and consistency, but its rigidity prevents new manufacturing methods […]

The Pitfalls of Paper Forms in Pharmaceutical Manufacturing Paper documentation and wet signatures are still all too common in manufacturing operations. At this point, the pitfalls of paper forms outweigh their benefits. This is why many pharmaceutical companies are turning to digital solutions to streamline their processes, reduce paperwork, and make their operations more efficient. […]