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Insights

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: Platform, Governed, Swarm, Execution, AgenticAI

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: Service Lifecycle Management, SLM, Windchill, PLM, Strategy, CAD, Creo, PTC, Servigistics, ALM, Codebeamer, Digital Thread, Design, Integrated Product Engineering, Onshape, SaaS, Applied AI, New Product Development, Vision

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

Arcstone Opens to AI to Speed Supply Chain Traceability Implementation

How can manufacturers meet customer traceability requirements faster and easier, with a higher level of reliability? Arcstone Advanced MES would argue that using the customer’s choice of LLM AI tool to access the real-time MES and supply chain data in their solution is the answer. Apparently, quite a few automotive components and food and beverage…

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  • Insights

Julie Fraser - February 25, 2026 - Filed Under: Insights, Insights & Activity - Tagged With: MCP, AI Governance, Sustainability, MES, Supply Chain, Traceability, AI, No-Code

Rockwell Automation Fair: From Elastic MES to Software-Defined Automation

In November, I had the pleasure of returning to Rockwell Automation Fair at McCormick Place in Chicago, typically one of the last vendor conferences of the calendar year.  At the event, Rockwell offered training classes, presentations, workshops, and a vendor expo.  They highlighted, among other topics, digital twins, elastic MES, AI, and software-defined automation as…

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  • Insights

Rick Franzosa - February 2, 2026 - Filed Under: Insights, Insights & Activity - Tagged With: Edge, Rockwell, Plex, Autonomous Manufacturing, MES, IoT, AI

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