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AI in Energy Market Projected to Reach USD 22.2 Billion by 2033, AI Adoption Across Utilities and Renewable Energy Systems Fuels Strong Market Growth

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Growing Demand for Intelligent Energy Management Drives Market Expansion Through 2033

SAN FRANCISCO, June 22, 2026 /PRNewswire/ — According to a new market analysis by Grand View Research, the global AI in Energy market is entering a period of rapid expansion as utilities, grid operators, and energy companies increasingly adopt artificial intelligence technologies to improve operational efficiency, strengthen grid resilience, and optimize renewable energy integration. The market was valued at USD 5.1 billion in 2025 and is expected to reach USD 22.2 billion by 2033, expanding at a compound annual growth rate (CAGR) of 20.4% from 2026 to 2033.

The growing convergence of artificial intelligence and energy infrastructure is reshaping how electricity is generated, distributed, stored, and consumed. As energy systems become more decentralized and data-intensive, AI is emerging as a critical enabler of predictive analytics, demand forecasting, asset optimization, and real-time operational intelligence.

Digital Transformation Reshaping Energy Infrastructure Worldwide

The increasing deployment of smart meters, intelligent sensors, connected energy assets, and advanced grid management systems has created unprecedented volumes of operational data. Energy providers are leveraging AI-powered platforms to transform this data into actionable insights, enabling faster decision-making, lower maintenance costs, and improved service reliability.

According to Grand View Research, the market is being driven by the rising digitalization of energy infrastructure and the growing need for efficient management of generation, transmission, and distribution networks. AI solutions are helping utilities identify equipment failures before they occur, monitor grid performance in real time, and automate complex operational processes.

These capabilities are becoming increasingly important as energy providers face growing pressure to enhance reliability while supporting the transition toward cleaner and more sustainable energy systems.

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Renewable Energy Integration Emerges as a Major Growth Catalyst

One of the most significant growth drivers for the AI in Energy market is the rapid expansion of renewable energy generation. Solar and wind resources introduce variability into power systems, creating new challenges for grid operators responsible for balancing supply and demand.

Artificial intelligence technologies enable advanced forecasting models that analyze weather patterns, historical generation trends, and real-time operational conditions to improve renewable energy output predictions and optimize dispatch decisions. These capabilities allow utilities and energy companies to better manage fluctuating renewable generation while maintaining grid stability.

The report highlights that renewable energy management accounted for 33.0% of the global market in 2025, making it the largest application segment. Growing investments in renewable power infrastructure, battery storage systems, and distributed energy resources continue to strengthen demand for AI-powered energy management platforms capable of enhancing grid stability and maximizing asset performance.

Predictive Maintenance and Automation Enhance Operational Efficiency

Beyond renewable energy management, AI is gaining significant traction across predictive maintenance, energy trading optimization, grid automation, and operational safety applications.

Energy companies are increasingly utilizing machine learning algorithms to identify anomalies, reduce downtime, and improve maintenance planning for critical infrastructure assets. AI-powered predictive maintenance solutions help operators monitor equipment health in real time, minimizing costly outages and extending asset lifecycles.

The growing use of advanced analytics also enables utilities to optimize energy distribution networks, improve customer service, and enhance overall operational efficiency.

Robotics Segment Expected to Witness Rapid Growth

As artificial intelligence capabilities continue to evolve, robotics is emerging as one of the fastest-growing application areas within the energy sector.

AI-enabled robots and drones are increasingly being deployed to inspect power plants, transmission networks, pipelines, wind farms, and solar facilities. These technologies provide continuous monitoring capabilities while reducing risks associated with hazardous or remote-site inspections.

According to Grand View Research, the robotics segment is projected to expand at a CAGR of 24.1% through 2033, reflecting growing industry investments in automation technologies designed to improve safety, operational visibility, and infrastructure management.

AI Solutions Continue to Lead Market Adoption

From a technology perspective, software and platform-based solutions continue to dominate industry spending. The report indicates that the solutions segment accounted for 69.2% of total market revenue in 2025, reflecting widespread adoption of AI-powered applications supporting forecasting, analytics, grid optimization, and operational automation.

Organizations across the energy value chain are investing in intelligent software platforms capable of delivering actionable insights from large and complex datasets.

Meanwhile, the services segment is expected to grow at a CAGR of 22.0% during the forecast period, driven by increasing demand for consulting, implementation, integration, training, and support services associated with AI deployments.

North America Maintains Market Leadership Position

Regionally, North America accounted for 38.2% of global revenue in 2025, maintaining its position as the largest regional market for AI in energy applications.

Strong investments in digital transformation initiatives, advanced utility infrastructure, smart grid technologies, and AI innovation ecosystems continue to support market growth throughout the region.

The United States remains a key contributor to market expansion, with increasing adoption of intelligent energy management systems, predictive maintenance solutions, and renewable energy optimization technologies. According to the report, the U.S. market is projected to expand at a CAGR exceeding 21.8% through 2033.

Rising Energy Demand from AI Infrastructure Creates New Opportunities

Industry experts note that the growing intersection between artificial intelligence adoption and energy demand is becoming an increasingly important strategic issue.

As AI workloads expand globally, data centers are consuming larger amounts of electricity, creating additional requirements for grid modernization, power management optimization, and infrastructure resilience. This trend is expected to accelerate investments in intelligent energy technologies capable of improving efficiency and supporting future electricity demand growth.

Utilities and energy providers are increasingly exploring AI-powered solutions to address both operational challenges and long-term sustainability objectives.

Browse more energy & power industry reports by Grand View Research: https://www.grandviewresearch.com/industry/energy-and-power

Competitive Landscape Characterized by Continuous Innovation

The competitive landscape includes a mix of global technology leaders, industrial automation providers, and specialized AI software companies focused on transforming energy operations through advanced analytics and machine learning technologies.

Major participants identified by Grand View Research include Siemens AG, ABB, General Electric, C3.ai, Atos SE, Flex Ltd., AppOrchid Inc., Uptake Technologies, Origami Energy Ltd., Alpiq, and SmartCloud Inc.

These companies are investing heavily in product innovation, strategic partnerships, and digital energy solutions designed to improve grid reliability, optimize asset performance, and support the transition toward cleaner energy systems.

Future Outlook

As governments worldwide pursue decarbonization goals and utilities modernize aging infrastructure, artificial intelligence is expected to play a central role in enabling more intelligent, resilient, and sustainable energy networks.

The continued expansion of renewable energy resources, electric vehicles, distributed generation systems, and energy storage technologies is likely to create substantial opportunities for AI-driven innovation throughout the coming decade.

With energy systems becoming increasingly complex and interconnected, organizations that successfully integrate artificial intelligence into their operational strategies are expected to gain significant advantages in efficiency, reliability, and long-term sustainability.

The findings from Grand View Research indicate that AI is no longer an emerging technology within the energy sector—it is rapidly becoming a foundational component of next-generation energy infrastructure and a key driver of future industry transformation.

To learn more about growth opportunities in the AI In Energy Market, access the full report from Grand View Research

About Grand View Research

Grand View Research, U.S.-based market research and consulting company, provides syndicated as well as customized research reports and consulting services. Registered in California and headquartered in San Francisco, the company comprises over 425 analysts and consultants, adding more than 1200 market research reports to its vast database each year. These reports offer in-depth analysis on 46 industries across 25 major countries worldwide. With the help of an interactive market intelligence platform, Grand View Research Helps Fortune 500 companies and renowned academic institutes understand the global and regional business environment and gauge the opportunities that lie ahead.

Explore Grand View Brainshare – Delivering value and creating impact for our clients through actionable business insights

 

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Grand View Research, Inc.
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Email: sales@grandviewresearch.com
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SOURCE Grand View Research, Inc

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The Inner Circle acknowledges Daniel Beer as a Pinnacle Professional Member Inner Circle of Excellence

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NEW YORK, Sept. 8, 2026 /PRNewswire/ — Prominently featured in The Inner Circle, Daniel Beer is acknowledged as a Pinnacle Professional Member Inner Circle of Excellence for his contributions to Information Technology and Artificial Intelligence.

Daniel Beer has built a distinguished career as a technology executive, entrepreneur, and innovator dedicated to helping organizations harness technology to achieve sustainable growth and meaningful collaboration. As founder and chief executive officer of Trusted Associates and chief executive officer of Freeman and Clarke Inc., he leads initiatives that combine strategic technology leadership with emerging innovations in artificial intelligence and digital transformation.

Mr. Beer specializes in information technology strategy, platform development, organizational modernization, digital infrastructure, and fractional chief information officer and chief technology officer services. Through Freeman and Clarke Inc., he provides executive technology leadership that enables organizations to align technology investments with long term business objectives. At Trusted Associates, he focuses on developing collaborative technology platforms, cultivating strategic partnerships, creating innovative applications, and making investments in artificial intelligence companies that advance practical, real world solutions.

Mr. Beer earned a Bachelor of Music Education from the University of Sydney in 1997 before completing an equivalency certification for a Bachelor of Applied Science in Computer Science through the University of Maryland in 2012. His unique educational background combines creativity with technical expertise, allowing him to approach technology challenges with both analytical precision and innovative thinking.

Throughout his career, Mr. Beer has consistently demonstrated visionary leadership. He founded Techknowledgy Group at the age of 20 and successfully grew the company into a respected managed services provider over a fifteen year period. Later, as Chief Information Officer for the New York Hotel Trades Council, he led the modernization of the organization’s information systems and digital infrastructure, significantly improving operational efficiency and technology capabilities. Today, he continues expanding his influence through leadership roles with Trusted Associates, Freeman and Clarke Inc., and as an investor and advisory board member for Relate Research and Technology Company.

His professional accomplishments have earned recognition through inclusion in Marquis Who’s Who Top Executives, honoring his leadership, innovation, and contributions to the field of information technology.

Outside of his professional endeavors, Mr. Beer enjoys singing in church choirs, supporting personal development programs, and participating in animal rescue efforts, including fostering and rescuing dogs alongside his family. He credits the mentors who invested in his growth without expecting anything in return for shaping both his leadership philosophy and his commitment to serving others.

Looking ahead, Mr. Beer plans to continue advancing technology solutions that promote global collaboration while pursuing initiatives that improve literacy, raise awareness of neurodiversity, reduce incarceration rates, and create opportunities that benefit society as a whole. He remains committed to using innovation as a force for positive change.

Guided by his W5 philosophy, Mr. Beer believes true success is measured by helping others succeed. Through collaboration, communication, service, and innovation, he continues to build organizations and technologies that create lasting value for clients, communities, and future generations.

Contact: Katherine Green, 516-825-5634, editorialteam@continentalwhoswho.com

View original content:https://www.prnewswire.com/news-releases/the-inner-circle-acknowledges-daniel-beer-as-a-pinnacle-professional-member-inner-circle-of-excellence-302872896.html

SOURCE The Inner Circle

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Thoma Bravo Announces Strategic Growth Investment in Tanda

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Investment to accelerate Tanda’s product innovation and global growth

BRISBANE, Australia and SAN FRANCISCO, Sept. 8, 2026 /PRNewswire/ — Thoma Bravo, the world’s largest software-focused investment firm, today announced a strategic growth investment in Tanda, a leading workforce management, payroll and HR platform for shift-based workers. Thoma Bravo’s investment will support Tanda’s continued product innovation, including the company’s AI roadmap and its expansion into new markets. Tanda’s co-founders will remain significant shareholders and will continue to lead the company, with Jake Phillpot remaining Chief Executive Officer. Terms of the transaction were not disclosed.

Tanda is the market leader in workforce management for shift-based employers, serving approximately 8,000 businesses globally across hospitality, retail, quick-service restaurants, healthcare and other frontline industries. Tanda’s integrated workforce management platform combines employee recruiting, onboarding, rostering, time and attendance, gross wage calculations and payroll on a single codebase. This natively built product suite enables employers in complex, highly regulated markets to manage compliance and ensure employees are paid accurately. Trusted by thousands of organizations, Tanda’s platform powers the daily operations of some of the most demanding frontline businesses in the world.

“Taking on an investor was a very big decision for Tanda,” said Jake Phillpot, Co-Founder & Chief Executive Officer of Tanda. “We’ve been a bootstrapped company with no outside capital since we were founded 14 years ago. What started as an idea when we were still housemates at university has become a global business that we have built without taking shortcuts. Through a lot of hard work, we have market-leading products, growing market share and so much more room to grow. We thought the time was right to take on our first investor.”

“Thoma Bravo was the obvious choice as our financial partner,” Phillpot continued. “They understand software at an extraordinary level, have spent decades helping companies like ours scale and share our ambition for what Tanda can become. By partnering with the world’s number one software investor, we intend to become the global category leader in our space. Most importantly, the things that make Tanda precious won’t change. The founders will still come to work every day, and we’ll still obsess over how we can make our products better for our customers.”

“Managing and compensating employees accurately is a fundamental obligation of all employers, yet it remains a universal challenge, particularly for businesses with shift-based employees,” said Carl Press, a Partner at Thoma Bravo. “Employers are frustrated by a patchwork of legacy systems that cannot address their complex needs and expose them to operational and legal risks. Jake and his co-founders identified this problem and built Tanda from the ground up with customers and their employees at the center of every product decision. In doing so, they’ve laid the groundwork to become the definitive AI-native workforce management solution in the shift-based economy. We couldn’t be more thrilled to help them drive the next chapter of accelerated growth and innovation.”

“Tanda has everything we look for in an investment: market leadership, a fiercely loyal customer base and a product-first founding team with deep domain expertise,” said Adam Kinalski, a Principal at Thoma Bravo. “Jake and his co-founders have built a rare business that matches strong product-market fit with exceptional operational execution. We’re excited to partner with them on their mission to make Tanda the global standard in workforce management and payroll software for shift-based employers.”

Barrenjoey Advisory Pty Ltd is serving as financial advisor to Tanda, and SBA Law is serving as legal counsel. Piper Sandler & Co. is serving as exclusive financial advisor to Thoma Bravo, and Kirkland & Ellis LLP and Allens are serving as legal counsel.

About Thoma Bravo
Thoma Bravo is the world’s largest software-focused investment firm, with approximately $170 billion in assets under management as of June 30, 2026. Partnering with some of the world’s most sophisticated investors, Thoma Bravo’s private equity and private credit platforms reflect a focused investment strategy, supported by disciplined execution, deep sector expertise and leadership continuity. Over the past 20-plus years, Thoma Bravo has acquired or invested in approximately 600 software and technology companies, representing more than $325 billion of aggregate enterprise value (including control and non-control investments, as well as add-on acquisitions). Learn more at thomabravo.com and on LinkedIn.

About Tanda
Founded in 2012 and headquartered in Brisbane, Australia, Tanda (operating internationally as Workforce.com) is an all-in-one payroll, HR and workforce management system for businesses with shift-based and hourly workforces. Tanda’s platform brings rostering, time and attendance, award interpretation, compliance, payroll and HR onboarding together in a single system, helping employers in hospitality, retail, healthcare and other frontline industries schedule efficiently and pay employees accurately. The company serves thousands of customers across Australia, North America, the United Kingdom and Southeast Asia. For more information, visit tanda.co.

For Thoma Bravo

Abby Farr
Vice President, Communications & Marketing
+1 646-957-2067
afarr@thomabravo.com    

For Tanda

Georgie Pollok
Head of Marketing
media@tanda.com.au 

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SOURCE Thoma Bravo

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PeerTrust Launches Public Service to Evaluate Citation Integrity and Scientific Due Diligence Beyond Citation Counts

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New “Know Your Scientist” tool allows insurance carriers, universities, research funders, and science investors to inspect citation accumulation patterns and network anomalies.

FREDERICK, Md., Sept. 8, 2026 /PRNewswire/ — PeerTrust is now publicly available at PeerTrust.Report, giving science stakeholders a way to examine unusual patterns in the citation record behind a researcher’s scholarly profile.

Citations influence hiring, funding, promotion, institutional rankings, and decisions about scientific partnerships. Yet those decisions often rely on how frequently a scientist has been cited, with little scrutiny of where those citations came from or how the surrounding network developed.

PeerTrust introduces Know Your Scientist (KYS), researcher-level scientific due diligence based on public scholarly records. The service examines three distinct anomaly types:

Coauthor Network Concentration: Unusual concentration of citation activity within a researcher’s coauthor network.Reciprocal Citation Relationships: Repeated reciprocal citation relationships.Publication Velocity: Abrupt changes in publication output.

PeerTrust weighs these signals and produces an evidence-oriented report for human review.

“PeerTrust tells decision makers where unusual citation structures appear and gives them evidence they can inspect,” said Bassem Kadry, Chief Innovation Officer at ScienceWerx. “What that evidence means still requires context and human judgment.”

An unusual pattern is not a finding of misconduct. Close scientific collaboration, consortium publishing, changes in team size, or rapid growth in research activity can all produce legitimate anomalies. PeerTrust is designed to identify records that warrant closer examination, not to infer intent or assign guilt.

Computational Reproducibility Benchmark

The system has also undergone a computational reproducibility benchmark using a deliberately citation-enriched cohort of researchers identified through exceptionally highly cited recent publications. A separate team reimplemented the public PeerTrust methodology in Python and compared its results with the production system using identical preserved bibliographic evidence.

Both implementations returned the same final PeerTrust classification for all 260 researchers that could be scored. Across the complete set of benchmarked outputs, 258 of 260 cases matched exactly. The two remaining cases contained small numerical differences that did not change their classifications.

In the deliberately difficult test cohort, 116 of the 260 scored researchers received an ELEVATED or HIGH PeerTrust classification. The cohort was specifically constructed around unusually strong recent citation visibility to stress-test the system and cannot estimate how common citation manipulation or research misconduct is among scientists generally.

“Scientific due diligence often stops at publication and citation counts,” said Khalid Saqr of KNOWDYN. “If those numbers influence funding, appointments and partnerships, organizations should be able to examine the structure behind them before making consequential decisions.”

PeerTrust’s methodology separates automated anomaly detection from human judgment. The system organizes bibliometric evidence for review; it does not replace expert assessment, institutional investigation, or due process.

About PeerTrust & Next Steps

PeerTrust is a transatlantic joint initiative of ScienceWerx and KNOWDYN. The public service is live now at peertrust.report. PeerTrust is moving next into API access and institutional deployment and is identifying insurers, universities, research funders, investors, research-intelligence, and research-integrity organizations interested in bringing Know Your Scientist into existing review and scientific due-diligence workflows.

About ScienceWerx, Inc.

ScienceWerx was born from a simple yet powerful observation: countless groundbreaking scientific discoveries remain trapped in academic journals and laboratories, unable to make a real-world impact. The gap between brilliant research and market-ready solutions represents a massive loss of potential for humanity.

About KNOWDYN LTD

KNOWDYN LTD is an Intellectual Property (IP) custodian and licensor. The company is registered in England and Wales and operates in 17 countries across the Americas, Europe, and East Asia.

Website: peertrust.report

View original content:https://www.prnewswire.com/news-releases/peertrust-launches-public-service-to-evaluate-citation-integrity-and-scientific-due-diligence-beyond-citation-counts-302872905.html

SOURCE ScienceWerx

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