{"id":57993,"date":"2021-10-06T17:25:41","date_gmt":"2021-10-06T17:25:41","guid":{"rendered":"https:\/\/ijete.com\/?p=57993"},"modified":"2026-09-16T10:01:36","modified_gmt":"2026-09-16T10:01:36","slug":"ai-in-utilities-how-the-industry-is-leveraging","status":"publish","type":"post","link":"https:\/\/ijete.com\/index.php\/2021\/10\/06\/ai-in-utilities-how-the-industry-is-leveraging\/","title":{"rendered":"AI In Utilities: How The Industry Is Leveraging Agents, Automation, And More"},"content":{"rendered":"<p><img decoding=\"async\" class='wp-post-image' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"255px\" alt=\"AI in utilities\"\/><\/p>\n<p><p>The issue of scale is perhaps the most significant challenge for intelligence and automation technologies. There are compelling instances where power and utilities can embrace intelligence and automation technologies, with a few utilities now scaling up projects and integrating them across entire organizations. However, while  generative AI holds promise in <a href=\"https:\/\/www.mamemame.info\/on-my-thoughts-explained-2\/\">https:\/\/www.mamemame.info\/on-my-thoughts-explained-2\/<\/a> certain applications, power and utilities can benefit from exploring a wider array of digital intelligence and automation technologies, including various  forms of AI such as machine learning and robotic process automation.<\/p>\n<\/p>\n<p><p>We&#8217;re offering guidance on assembling an AI Use Policy to utility leaders who want to understand the guardrails and guidance surrounding AI use that make sense for their organization&#8217;s unique situation. This measured approach saves staff time and avoids costly missteps that come from hasty implementation. They&#8217;re taking time to understand their processes, identify high-value use cases, and build appropriate guardrails. Success requires change management, training, clear communication, and patience, not just better tools. This creates knowledge gaps, unrealistic expectations, and potential frustration.<\/p>\n<\/p>\n<p><p>Agentic AI can autonomously plan, act, and adapt to achieve defined goals with minimal human intervention by combining capabilities of generative AI and predictive AI. Generative AI uses advanced algorithms and machine learning to create predictive models and simulations from historical data and various scenarios. The convergence of digitalization and infrastructure modernization is creating significant investment potential within the utilities sector. Electricity demand requires capacity expansion without compromising supply reliability or affordability.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='567' height='313' src='https:\/\/www.youtube.com\/embed\/8oN7WT15XG8' frameborder='0' alt='AI in utilities' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><h2>NewGen Insight: The Pilot-to-Production Gap as Consulting Opportunity<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"259px\" alt=\"AI in utilities\"\/><\/p>\n<p><p>Utilities that defer security planning find themselves defending deployments and backtracking to add controls. This tiered approach reduces risk while enabling appropriate deployment velocity for each utility&#8217;s constraints. Small utilities with minimal data integration should remain at Tier 1 for months, building organizational capability first; rushing to APIs creates technical debt and pilot failures. Across healthcare, banking, government, and manufacturing, Boston Consulting Group&#8217;s analysis of AI programs finds that roughly 10% of the challenge is algorithms, 20% is technology and data, and 70% is people and process. DOE&#8217;s Artificial Intelligence for Interconnection (AI4IX) program, announced in November 2024 with up to $30M available, focuses on using AI to accelerate the generator interconnection process and represents the federal government&#8217;s most direct utility AI investment.<\/p>\n<\/p>\n<p><h2>How Modern Utility Billing Software Handles Complex Rate Structures: Time-of-Use, Tiered, and Demand Charges<\/h2>\n<\/p>\n<ul>\n<li>McKinsey reports that preventative maintenance can bolster grid resiliency and reliability by up to 25 %.<\/li>\n<li>The high failure rate in production scaling is not an indictment of utility AI or a sign of unsuitability.<\/li>\n<li>Utilities manage large volumes of unstructured documents, including engineering drawings, regulatory filings, maintenance reports, and supplier invoices.<\/li>\n<li>Making AI work for utility companies requires more than powerful algorithms.<\/li>\n<li>Many organizations are now developing stronger approaches for ai in the utility industry by focusing on operational integration rather than isolated technology experiments.<\/li>\n<li>Successful implementation of AI use cases in utilities requires both technical training and organizational alignment.<\/li>\n<\/ul>\n<p><p>As technologies evolve, AI use cases in utilities will move beyond isolated automation initiatives toward fully connected, intelligent infrastructure ecosystems. By aligning ROI measurement with operational KPIs and long-term infrastructure goals, utilities can ensure that AI investments deliver measurable value and sustainable competitive advantage. Establishing realistic performance benchmarks helps organizations track progress while maintaining strategic commitment. Providing training programs and clearly communicating the benefits of AI helps teams integrate new tools into daily workflows. Establishing centralized governance frameworks ensures alignment between AI investments and strategic objectives.<\/p>\n<\/p>\n<ul>\n<li>This AI-driven approach improved maintenance accuracy, minimized emissions, and increased the reliability of the energy grid.<\/li>\n<li>Clarifying jurisdictional boundaries and data standards would allow AI projects in the U.S. to scale efficiently.<\/li>\n<li>Instead of reviewing static reports, teams respond to prioritized alerts embedded within established approval processes.<\/li>\n<li>AI-powered chatbots and virtual assistants use natural language processing (NLP) to ensure personalized and accurate responses based on customer preferences and historical interactions.<\/li>\n<li>Copilot finds applications in various utility functions, including outage management, where it uses AI to analyze data in the early minutes of an outage to speed up disaster recovery.<\/li>\n<li>The prominence of generative AI could serve to underscore the importance of investigating broader digital intelligence and automation.<\/li>\n<\/ul>\n<p><h2>The new learning loop: AI as a partner in workforce innovation<\/h2>\n<\/p>\n<p><img decoding=\"async\" class='aligncenter' style='display: block;margin-left:auto;margin-right:auto;' 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\" width=\"251px\" alt=\"AI in utilities\"\/><\/p>\n<p><p>Across the value chain, AI use cases in utilities enable organizations to improve reliability, reduce operational costs, and accelerate the transition toward sustainable energy systems. Organizations that proactively invest in AI capabilities will be better positioned to manage increasing energy demand, regulatory complexity, and infrastructure modernization requirements. Continuous investment in digital infrastructure, cloud <a href=\"https:\/\/dallasrentapart.com\/it-will-not-work-to-play-the-role-of-the-duck.html\">https:\/\/dallasrentapart.com\/it-will-not-work-to-play-the-role-of-the-duck.html<\/a> platforms, and data governance frameworks will be essential for scaling AI use cases in utilities effectively. To remain competitive, organizations must treat AI as a long-term strategic capability rather than a short-term technology experiment. Future grid systems will rely on advanced analytics and automation to maintain reliability while supporting more decentralized energy generation models.<\/p>\n<\/p>\n<p><div style='text-align:center'><iframe width='565' height='317' src='https:\/\/www.youtube.com\/embed\/0ZraZPFVr-U' frameborder='0' alt='AI in utilities' allowfullscreen><\/iframe><\/div>\n<\/p>\n<p><p>AI-driven automation is already redefining operations, with 71% of industry executives agreeing that AI agents will reinvent how digital systems are  built. This transformation is redefining how businesses operate, make decisions, and interact with the world. Accenture\u2019s Technology Vision 2025 report highlights a fundamental shift in artificial intelligence (AI)\u2014from automation to true autonomy.<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>The issue of scale is perhaps the most significant challenge for intelligence and automation technologies. There are compelling instances where power and utilities can embrace intelligence and automation technologies, with a few utilities now scaling up projects and integrating them across entire organizations. However, while generative AI holds promise in https:\/\/www.mamemame.info\/on-my-thoughts-explained-2\/ certain applications, power and [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_eb_attr":"","footnotes":""},"categories":[688],"tags":[],"class_list":["post-57993","post","type-post","status-publish","format-standard","hentry","category-utilities-news-6"],"_links":{"self":[{"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/posts\/57993","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/comments?post=57993"}],"version-history":[{"count":1,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/posts\/57993\/revisions"}],"predecessor-version":[{"id":57994,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/posts\/57993\/revisions\/57994"}],"wp:attachment":[{"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/media?parent=57993"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/categories?post=57993"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ijete.com\/index.php\/wp-json\/wp\/v2\/tags?post=57993"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}