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Insights & Activity

MetaFloor AI Brings Governance to Close the Loop on Process Compliance

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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  • Insights

Julie Fraser - April 22, 2026 - 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

Agentic Execution

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

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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  • Insights

Julie Fraser - April 9, 2026 - Filed Under: Insights, Insights & Activity - Tagged With: Swarm, Execution, AgenticAI, Platform, Governed

Focus and Core Strengths Characterize PTC’s Strategy

We had the chance to spend some time with PTC leaders recently to discuss their strategy. We’ve followed PTC for over two decades and watched them transform numerous times. They’re currently in a new era under the leadership of CEO Neil Barua , who took over the CEO role several years ago after serving as…

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  • Insights

Jim Brown - March 20, 2026 - Filed Under: Insights, Insights & Activity - Tagged With: SLM, Windchill, PLM, Strategy, CAD, Creo, PTC, Servigistics, ALM, Codebeamer, Digital Thread, Design, Integrated Product Engineering, Onshape, SaaS, Applied AI, New Product Development, Vision, Service Lifecycle Management

Prodeen Delivers AI Agents and Playbooks for Recipe-Based Compliance

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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  • Insights

Julie Fraser - March 4, 2026 - 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

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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  • In the News

Julie Fraser - February 27, 2026 - 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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