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Industrial Connectivity Buyer’s Guide

April 29, 2026 by Julie Fraser

What are many manufacturers missing to succeed in digital transformation, smart manufacturing, and successful artificial intelligence (AI) initiatives? A common foundation for reliably getting the right data and information to the right place at the right time. In short, what’s often missing is enterprise-grade industrial connectivity.  Normalizing, organizing, and making available the massive amounts of…

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Filed Under: Published Research, Buyer's Guides Tagged With: Industrial DataOps, M2M, PLC, Continuous Improvement, Unified Namespace, Digital Twin, Model-based Enterprise (MBE), Industry 4.0, Industrial transformation, AI, Industrial Analytics, Total Cost of Ownership, IT/OT, Enterprise Standardization, Industrial Connectivity, industrial data management, Artificial Intelligence

MetaFloor AI Brings Governance to Close the Loop on Process Compliance

April 22, 2026 by Julie Fraser

Why do audits continue to find problems after appropriate root cause analysis (RCA) and corrective and preventative actions (CAPA) processes are complete? MetaFloor AI argues that there is a missing capability to capture and consistently reuse causal data for process intelligence. Their AI-based platform uses a causal graph with AI to not only capture process…

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Filed Under: Insights, Insights & Activity Tagged With: Process Engineering, NCR, Causal Graph, Quality, CAPA, Governance, Continuous Improvement, Audit, Process Intelligence, AI, Process Compliance, RCA, SCAR

ReilAI’s GAEL Aims to Bridge Awareness and Action with Agentic Execution

April 9, 2026 by Julie Fraser

During a closed-door introduction with ReilAI Corporation, I began to believe agentic AI might actually be ready for operations. I am delighted I got a peek at a new approach to making it easier to understand what’s happening in complex, ever-changing manufacturing and supply chain operations. This young company was founded on the belief that…

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Filed Under: Insights, Insights & Activity Tagged With: Swarm, Execution, AgenticAI, Platform, Governed

Prodeen Delivers AI Agents and Playbooks for Recipe-Based Compliance

March 4, 2026 by Julie Fraser

How can food and other recipe-based manufacturers accelerate their innovation without wasting time and compounding their compliance risks? Startup Prodeen offers AI agents and playbooks designed to turn the tide, and early customers are finding benefits. These early customers are global food and beverage companies. Initial users are in regulatory affairs, quality, and food safety,…

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Filed Under: Insights & Activity, Insights Tagged With: Innovation, Workflow, Quality, Risk, Recipe, Regulatory, Food and Beverage, Risk Horizon, AI

MESA and Tech-Clarity Launch Business Value and Evolution of Manufacturing Operations Software Research Program for 2026

February 27, 2026 by Julie Fraser

Global Manufacturing IT Association and Research Firm Tech-Clarity Focus on How Manufacturers Gain Value from MES in the Age of AI Phoenix, AZ, and Media, PA, USA, February 27, 2026 – The Manufacturing Enterprise Solutions Association International (MESA) is working with Tech-Clarity, Inc. on a research program, The Business Value and Evolution of Manufacturing Operations…

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Filed Under: Insights & Activity, In the News Tagged With: Platform, Purdue Model Level 3, AI, APS, WMS, Composable, EBR, CMMS, QMS, CFW, MES, DHR, EH&S, Factory Operating System, MOM, Industrial Data Intelligence

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