Articles by tag:

Industry 4.0

Discrete manufacturing January 8, 2026
The Role of System Integrators in MES Implementations

Manufacturing Execution Systems (MES) are foundational to modern high-tech manufacturing. For manufacturers operating in domains supported by Critical Manufacturing MES, including semiconductors, electronics, medical devices, and industrial equipment, implementation is not simply an IT rollout.

AI December 4, 2025
The Rise of Copilots: Transforming the Interaction with Manufacturing Execution Systems (MES)

The manufacturing floor is undergoing a digital revolution, and at the forefront of this change is the emergence of AI Copilots.

Discrete manufacturing November 27, 2025
Why Generic Data Platforms Fall Short and Purpose-Built Solutions Win

When global manufacturers evaluate their enterprise analytics strategy, they face a critical decision: build a custom solution on a generic data platform like Snowflake, Azure Synapse, or Databricks, or invest in a purpose-built manufacturing intelligence platform like Critical Manufacturing’s Enterprise Data Platform (EDP)?

AI August 28, 2025
Democratizing Manufacturing Analytics Series #4: When Manufacturing Data Speaks Your Language – Conversational Analytics with LLMs and MCP 

Imagine asking your manufacturing data a question the same way you would ask a colleague: “What happened during the night shift that I need to know about?”

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Discrete manufacturing August 14, 2025
Democratizing Manufacturing Analytics Series #3: From Site-Level Analytics to Global Manufacturing Intelligence with Enterprise Data Platform  

The ultimate expression of manufacturing intelligence: the Enterprise Data Platform (EDP). 
While your competitors manage individual manufacturing sites, you are about to orchestrate a global manufacturing intelligence network.

Discrete manufacturing July 31, 2025
Democratizing Manufacturing Analytics Series #2: From CDM to UNS, bridging Manufacturing Analytics and Real-Time Operations

In this second article, we will examine how CDM seamlessly connects to one of manufacturing’s most transformative architectural patterns: the Unified Namespace (UNS).

Discrete manufacturing July 17, 2025
Democratizing Manufacturing Analytics Series #1: How to Build a Canonical Data Model to Bridge the Gap Between Complex Systems and Business Insights

This is the first article of a series on how Critical Manufacturing is democratizing manufacturing data analytics. We start with insights on the Canonical Data Model and how we built it to give data the value manufacturers need.

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Medical device manufacturing May 29, 2025
How MES Enhances Manufacturing Efficiency and Quality while Complying with FDA 21 CFR Part 11 Requirements

In the highly regulated world of industrial manufacturing, compliance with stringent regulatory standards is not just a recommendation – it’s a necessity. One of the most important regulations for companies that maintain records or submit information electronically in the pharmaceutical, medical device, and other regulated industries is FDA’s 21 CFR Part 11.

Medical device manufacturing May 15, 2025
How to Drive Innovation in Medical Devices with an AI-Powered MES

The Medical Device industry is uniquely complex. It incorporates a wide variety of processes from injection molding to semiconductor deposition and lithography. This diversity creates opportunities but also introduces significant challenges, especially in a highly regulated environment.