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<?xml-stylesheet type="text/xsl" href="https://emersonexchange365.com/cfs-file/__key/system/syndication/atom.xsl" media="screen"?><feed xmlns="http://www.w3.org/2005/Atom" xml:lang="en-US"><title type="html">IIoT &amp;amp; Digital Transformation Blog</title><subtitle type="html" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/atom</id><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog" /><link rel="self" type="application/atom+xml" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/atom" /><generator uri="http://telligent.com" version="13.0.3.35217">Telligent Community (Build: 13.0.3.35217)</generator><updated>2026-04-30T12:19:18Z</updated><entry><title>Edge Computing Enables Industrial AI Without Compromising OT Integrity</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/edge-computing-enables-industrial-ai-without-compromising-ot-integrity" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/edge-computing-enables-industrial-ai-without-compromising-ot-integrity</id><published>2026-06-23T12:34:35Z</published><updated>2026-06-23T12:34:35Z</updated><content type="html">&lt;p&gt;Why this matters now Many industrial organizations are at an operational inflection point. A global, highly competitive marketplace demands greater efficiency and optimization, yet many of the most powerful analytical and AI-driven tools live in the cloud. Operational technology (OT) environments have historically resisted cloud connectivity to ensure security, determinism, and protection of intellectual property. [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/edge-computing-enables-industrial-ai-without-compromising-ot-integrity/"&gt;Edge Computing Enables Industrial AI Without Compromising OT Integrity&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14465&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="cybersecurity" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/cybersecurity" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Edge Computing" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Edge%2bComputing" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="LLM" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/LLM" /><category term="OT/IT Convergence" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT_2F00_IT%2bConvergence" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="DeltaV" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/DeltaV" /></entry><entry><title>Successful IIoT Starts with the End Goal, Not the Technology</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/successful-iiot-starts-with-the-end-goal-not-the-technology" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/successful-iiot-starts-with-the-end-goal-not-the-technology</id><published>2026-06-19T16:00:37Z</published><updated>2026-06-19T16:00:37Z</updated><content type="html">&lt;p&gt;Why this matters now In today’s increasingly connected world of industrial manufacturing, IIoT options abound. Yet while having options is a good thing, too many options can make it difficult to identify the right technologies to meet an organization’s unique circumstances. As Manish Sharma explores in a recent article in Control, organizations must first align [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/successful-iiot-starts-with-the-end-goal-not-the-technology/"&gt;Successful IIoT Starts with the End Goal, Not the Technology&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14460&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Industrial PCs" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bPCs" /><category term="GHG" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/GHG" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Edge Computing" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Edge%2bComputing" /><category term="PACEdge" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PACEdge" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="IIoT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/IIoT" /><category term="CPL410" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/CPL410" /><category term="Data Management" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Data%2bManagement" /><category term="PACsystems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PACsystems" /><category term="connectivity" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/connectivity" /><category term="Oil &amp;amp; Gas" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Oil%2b_2600_amp_3B00_%2bGas" /><category term="IPC" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/IPC" /></entry><entry><title>How Industrial AI and Data Orchestration Are Redefining Operational Excellence</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-industrial-ai-and-data-orchestration-are-redefining-operational-excellence" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-industrial-ai-and-data-orchestration-are-redefining-operational-excellence</id><published>2026-06-16T12:31:48Z</published><updated>2026-06-16T12:31:48Z</updated><content type="html">&lt;p&gt;Why this matters now In modern process manufacturing, the definition of operational excellence has fundamentally changed. Organizations are no longer responsible for optimizing a single facility; instead, many operate expansive enterprises spanning multiple sites and regions, all of which must work in concert to remain competitive. As a result, teams are expected to improve efficiency, [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/how-industrial-ai-and-data-orchestration-are-redefining-operational-excellence/"&gt;How Industrial AI and Data Orchestration Are Redefining Operational Excellence&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14454&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Data Orchestration" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Data%2bOrchestration" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/automation" /><category term="AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AI" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="Operational Excellence" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Operational%2bExcellence" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="OT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT" /></entry><entry><title>Modern Reliability Requires a Unified Data Fabric</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/modern-reliability-requires-a-unified-data-fabric" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/modern-reliability-requires-a-unified-data-fabric</id><published>2026-06-11T12:00:16Z</published><updated>2026-06-11T12:00:16Z</updated><content type="html">&lt;p&gt;Why this matters now Modern manufacturing organizations have invested heavily in sensing technologies and reliability software to improve visibility into plant operations. While these tools have delivered value, they have also introduced new challenges when deployed in isolation across the enterprise. As Emerson experts Doug Cooper and David Kapolnek explain in their recent article in [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/reliability/modern-reliability-requires-a-unified-data-fabric/"&gt;Modern Reliability Requires a Unified Data Fabric&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14444&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="reliability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/reliability" /><category term="Aspen Mtell" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Aspen%2bMtell" /><category term="AMS optics" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS%2boptics" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="AMS Machine Works" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS%2bMachine%2bWorks" /><category term="predictive maintenance" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/predictive%2bmaintenance" /><category term="Unified Data Fabric" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Unified%2bData%2bFabric" /><category term="AMS Wireless Vibration Monitor" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS%2bWireless%2bVibration%2bMonitor" /><category term="asset management" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/asset%2bmanagement" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="analytics" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/analytics" /><category term="AMS Asset Monitor" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS%2bAsset%2bMonitor" /><category term="OT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT" /></entry><entry><title>How Automation Helps Life Sciences Manufacturers Deliver Faster, Safer Therapies</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-automation-helps-life-sciences-manufacturers-deliver-faster-safer-therapies" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-automation-helps-life-sciences-manufacturers-deliver-faster-safer-therapies</id><published>2026-06-02T12:01:39Z</published><updated>2026-06-02T12:01:39Z</updated><content type="html">&lt;p&gt;Why this matters now The last few decades of biopharmaceutical research have seen an explosion in new therapies, many of which treat illnesses once thought impossible to manage. As innovation continues at an unprecedented pace, life sciences manufacturers are under increasing pressure to deliver new drugs and vaccines faster than ever without compromising safety and [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/industry/life-sciences-medical/how-automation-helps-life-sciences-manufacturers-deliver-faster-safer-therapies/"&gt;How Automation Helps Life Sciences Manufacturers Deliver Faster, Safer Therapies&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14432&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Life Sciences &amp;amp; Medical" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Life%2bSciences%2b_2600_amp_3B00_%2bMedical" /><category term="Life Sciences" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Life%2bSciences" /><category term="Biopharma Manufacturing" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Biopharma%2bManufacturing" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/automation" /><category term="quality" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/quality" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="DeltaV" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/DeltaV" /><category term="sustainability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/sustainability" /></entry><entry><title>AI Orchestration Is Shaping the Future of Process Manufacturing</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/ai-orchestration-is-shaping-the-future-of-process-manufacturing" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/ai-orchestration-is-shaping-the-future-of-process-manufacturing</id><published>2026-05-28T12:44:57Z</published><updated>2026-05-28T12:44:57Z</updated><content type="html">&lt;p&gt;Why this matters now Artificial intelligence is evolving at a rapid pace, transforming how organizations across industries access and leverage data. However, in operational technology (OT) environments, this evolution must be carefully managed to maintain safety, reliability, and deterministic control. Emerson’s AI and automation experts Claudio Fayad and Sean Saul explore this challenge in a [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/ai-orchestration-is-shaping-the-future-of-process-manufacturing/"&gt;AI Orchestration Is Shaping the Future of Process Manufacturing&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14427&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="AI Orchestration" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AI%2bOrchestration" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="Process Manufacturing" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Process%2bManufacturing" /><category term="Unified Data Fabric" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Unified%2bData%2bFabric" /><category term="AI Advisors" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AI%2bAdvisors" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="OT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT" /></entry><entry><title>A Digital Strategy for Scaling Up Green Hydrogen</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/a-digital-strategy-for-scaling-up-green-hydrogen" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/a-digital-strategy-for-scaling-up-green-hydrogen</id><published>2026-05-27T14:16:12Z</published><updated>2026-05-27T14:16:12Z</updated><content type="html">&lt;p&gt;TL;DR Effective digital platforms are essential to green hydrogen production projects. Flexible automation supports changing design requirements and project scaling. Emerson’s industrial automation architecture provides dependable performance, the ability to support native C programming, and protection of intellectual property. Effective HMI/SCADA delivers unified visualization, alarms, and analytics to optimize hydrogen production. Tightly integrated automation and [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/a-digital-strategy-for-scaling-up-green-hydrogen/"&gt;A Digital Strategy for Scaling Up Green Hydrogen&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14424&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="green hydrogen" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/green%2bhydrogen" /><category term="HMI/SCADA" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/HMI_2F00_SCADA" /><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="process automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/process%2bautomation" /><category term="Industrial Automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAutomation" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Smart Manufacturing" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Smart%2bManufacturing" /><category term="PLC Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PLC%2bSystems" /><category term="Power" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Power" /><category term="Energy" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Energy" /><category term="Monitoring &amp;amp; Control" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Monitoring%2b_2600_amp_3B00_%2bControl" /><category term="hydrogen production" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/hydrogen%2bproduction" /><category term="SCADA Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/SCADA%2bSystems" /><category term="analytics" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/analytics" /><category term="sustainability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/sustainability" /></entry><entry><title>How Industrial AI and Edge Intelligence Enable Smarter, Faster Operations</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-industrial-ai-and-edge-intelligence-enable-smarter-faster-operations" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-industrial-ai-and-edge-intelligence-enable-smarter-faster-operations</id><published>2026-05-26T12:40:04Z</published><updated>2026-05-26T12:40:04Z</updated><content type="html">&lt;p&gt;Why this matters now Retirements, skill gaps, sustainability mandates, and global competition are reshaping modern manufacturing. While many of these challenges were anticipated years ago, early digital transformation efforts often left teams with more data—but not better decisions. As Amy Schantz, an automation expert with decades of cross-industry experience, explains in her recent article in [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/digital-transformation/how-industrial-ai-and-edge-intelligence-enable-smarter-faster-operations/"&gt;How Industrial AI and Edge Intelligence Enable Smarter, Faster Operations&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14423&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Movicon.NExT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Movicon-NExT" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/automation" /><category term="Edge Intelligence" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Edge%2bIntelligence" /><category term="Workforce Enablement" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Workforce%2bEnablement" /><category term="PACsystems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PACsystems" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="Operational Excellence" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Operational%2bExcellence" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /></entry><entry><title>How OPC UA and MQTT Are Preparing Industrial Data for AI</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-opc-ua-and-mqtt-are-preparing-industrial-data-for-ai" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-opc-ua-and-mqtt-are-preparing-industrial-data-for-ai</id><published>2026-05-21T12:35:35Z</published><updated>2026-05-21T12:35:35Z</updated><content type="html">&lt;p&gt;Why this matters now We all know data is king. The entire purpose of the digital transformation initiatives of the last decade or two were laser focused on getting critical data out of the field and into the hands of personnel and systems that could make use of it. However, in those years of collecting [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/how-opc-ua-and-mqtt-are-preparing-industrial-data-for-ai/"&gt;How OPC UA and MQTT Are Preparing Industrial Data for AI&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14420&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Interoperability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Interoperability" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Open Protocols" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Open%2bProtocols" /><category term="MQTT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/MQTT" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="OPC UA" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OPC%2bUA" /><category term="OT Data Context" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT%2bData%2bContext" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="analytics" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/analytics" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /></entry><entry><title>Mobile Diagnostics for the Intelligent Field: Fast, Accurate Insight for Maintenance, Instrumentation, and Valve Workflows</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/mobile-diagnostics-for-the-intelligent-field-fast-accurate-insight-for-maintenance-instrumentation-and-valve-workflows" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/mobile-diagnostics-for-the-intelligent-field-fast-accurate-insight-for-maintenance-instrumentation-and-valve-workflows</id><published>2026-05-18T12:54:27Z</published><updated>2026-05-18T12:54:27Z</updated><content type="html">&lt;p&gt;For more than 25 years, Bluetooth&lt;span class="emoticon" data-url="https://emersonexchange365.com/cfs-file/__key/system/emoji/00ae.svg" title="Registered"&gt;&amp;#x00ae;&lt;/span&gt; technology has helped create a better world through openness and connection. While most people know Bluetooth technology from the devices in their pockets, the technology has quietly become a cornerstone of industrial transformation—powering safer workflows, smarter maintenance, and more efficient operations across plants, factories, and production networks. Today, Emerson [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/reliability/mobile-diagnostics-for-the-intelligent-field-fast-accurate-insight-for-maintenance-instrumentation-and-valve-workflows/"&gt;Mobile Diagnostics for the Intelligent Field: Fast, Accurate Insight for Maintenance, Instrumentation, and Valve Workflows&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14415&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="AMS" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS" /><category term="reliability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/reliability" /><category term="Rosemount" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Rosemount" /><category term="Boundless Automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Boundless%2bAutomation" /><category term="AMS Trex" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AMS%2bTrex" /><category term="Fisher" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Fisher" /><category term="BlueTooth" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/BlueTooth" /></entry><entry><title>How Edge Platforms Are Bridging the IT/OT Gap for AI-Enabled Operations</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-edge-platforms-are-bridging-the-it-ot-gap-for-ai-enabled-operations" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-edge-platforms-are-bridging-the-it-ot-gap-for-ai-enabled-operations</id><published>2026-05-14T12:16:00Z</published><updated>2026-05-14T12:16:00Z</updated><content type="html">&lt;p&gt;Why this matters now The days of automation systems being completely isolated from the outside world are long gone. While some assets may remain air-gapped, most critical OT systems increasingly require connectivity to external systems to remain competitive. The rise of AI has only accelerated this shift, as organizations look for safe ways to move [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/how-edge-platforms-are-bridging-the-it-ot-gap-for-ai-enabled-operations/"&gt;How Edge Platforms Are Bridging the IT/OT Gap for AI-Enabled Operations&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14413&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="cybersecurity" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/cybersecurity" /><category term="Industrial PCs" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bPCs" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="CRA" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/CRA" /><category term="PACEdge" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PACEdge" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="IT/OT Convergence" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/IT_2F00_OT%2bConvergence" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="Edge Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Edge%2bSoftware" /></entry><entry><title>Keeping Hydrogen Moving: Secure, Integrated Pipelines for the H₂ Value Chain</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/keeping-hydrogen-moving-secure-integrated-pipelines-for-the-h2-value-chain" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/keeping-hydrogen-moving-secure-integrated-pipelines-for-the-h2-value-chain</id><published>2026-05-12T12:55:57Z</published><updated>2026-05-12T12:55:57Z</updated><content type="html">&lt;p&gt;Why this matters now As detailed in their recent article in H2Tech, Emerson’s Martin Johnson and Phani Kanakamedala, recognized industry experts, explain that interest in hydrogen is accelerating—and that keeping H₂ moving from producers to users requires security, reliability, and end-to-end integration across retrofit and greenfield pipelines. Cybersecurity is now central to pipeline operations; guidance [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/industry/sustainable-energy/keeping-hydrogen-moving-secure-integrated-pipelines-for-the-h%e2%82%82-value-chain/"&gt;Keeping Hydrogen Moving: Secure, Integrated Pipelines for the H₂ Value Chain&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14370&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="inmation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/inmation" /><category term="PipelineManager" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/PipelineManager" /><category term="data fabric" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/data%2bfabric" /><category term="Simulation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Simulation" /><category term="SCADA" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/SCADA" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="Sustainable Energy" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Sustainable%2bEnergy" /><category term="Boundless Automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Boundless%2bAutomation" /><category term="RTU" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/RTU" /><category term="digital twin" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btwin" /><category term="Renewables" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Renewables" /><category term="H2" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/H2" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="DeltaV" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/DeltaV" /></entry><entry><title>How Microgrids Help Refineries Stay Powered in an Electrified World</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-microgrids-help-refineries-stay-powered-in-an-electrified-world" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/how-microgrids-help-refineries-stay-powered-in-an-electrified-world</id><published>2026-05-07T12:29:35Z</published><updated>2026-05-07T12:29:35Z</updated><content type="html">&lt;p&gt;Why this matters now Refining depends on a continuous, reliable source of power. The sites operate 24x7x365, and if a utility is unable to supply adequate power, the facility might be down for weeks as they deal with equipment damage and safely bringing systems back online. However, reliable power has become more challenging to come [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/how-microgrids-help-refineries-stay-powered-in-an-electrified-world/"&gt;How Microgrids Help Refineries Stay Powered in an Electrified World&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14365&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Data Centers" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Data%2bCenters" /><category term="Energy Management" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Energy%2bManagement" /><category term="Refining" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Refining" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Microgrids" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Microgrids" /><category term="MMS" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/MMS" /><category term="Power Reliability" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Power%2bReliability" /><category term="ovation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/ovation" /><category term="Renewables" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Renewables" /></entry><entry><title>Breaking the Plateau: How Enterprise Engineering Software Unlocks Fleetwide Optimization</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/breaking-the-plateau-how-enterprise-engineering-software-unlocks-fleetwide-optimization" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/breaking-the-plateau-how-enterprise-engineering-software-unlocks-fleetwide-optimization</id><published>2026-05-05T12:42:06Z</published><updated>2026-05-05T12:42:06Z</updated><content type="html">&lt;p&gt;Why this matters now As explored in his recent article in Hydrocarbon Engineering magazine, Emerson’s Dave Denison—an expert with over 25 years in the automation industry—explains that many organizations are hitting diminishing returns from plant‑level digital transformation. While individual sites have improved safety, output, and efficiency, enterprise‑wide performance often plateaus due to inconsistent practices and [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/breaking-the-plateau-how-enterprise-engineering-software-unlocks-fleetwide-optimization/"&gt;Breaking the Plateau: How Enterprise Engineering Software Unlocks Fleetwide Optimization&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14360&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AI" /><category term="enterprise" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/enterprise" /><category term="cloud" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/cloud" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="DeltaV" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/DeltaV" /><category term="Engineering" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Engineering" /></entry><entry><title>When AI Understands the Plant: Why Industrial AI Needs Guardrails</title><link rel="alternate" type="text/html" href="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/when-ai-understands-the-plant-why-industrial-ai-needs-guardrails" /><id>https://emersonexchange365.com/iiot-digital-transformation/b/weblog/posts/when-ai-understands-the-plant-why-industrial-ai-needs-guardrails</id><published>2026-04-30T12:19:18Z</published><updated>2026-04-30T12:19:18Z</updated><content type="html">&lt;p&gt;Why this matters now One of the consequences of a vast improvement in the capability and affordability of sensing devices over the last few years has been a significantly increased risk of overwhelming operational technology (OT) teams with too much data. Data is incredibly powerful, but the more that comes in, the more effort it [&amp;#8230;]&lt;/p&gt;
&lt;p&gt;The post &lt;a href="https://www.emersonautomationexperts.com/2026/control-safety-systems/when-ai-understands-the-plant-why-industrial-ai-needs-guardrails/"&gt;When AI Understands the Plant: Why Industrial AI Needs Guardrails&lt;/a&gt; appeared first on the &lt;a href="https://www.emersonautomationexperts.com"&gt;Emerson Automation Experts&lt;/a&gt; blog.&lt;/p&gt;
&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;img src="https://emersonexchange365.com/aggbug?PostID=14357&amp;AppID=52&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</content><author><name>Jim Cahill</name><uri>https://emersonexchange365.com/members/jim-cahill</uri></author><category term="software defined control" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/software%2bdefined%2bcontrol" /><category term="digital transformation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/digital%2btransformation" /><category term="Control &amp;amp; Safety Systems" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Control%2b_2600_amp_3B00_%2bSafety%2bSystems" /><category term="Enterprise operations platform" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Enterprise%2boperations%2bplatform" /><category term="EOP" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/EOP" /><category term="AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/AI" /><category term="Next-generation automation" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Next_2D00_generation%2bautomation" /><category term="Industrial AI" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Industrial%2bAI" /><category term="Software" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/Software" /><category term="OT" scheme="https://emersonexchange365.com/iiot-digital-transformation/b/weblog/archive/tags/OT" /></entry></feed>