Technology
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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3 months agoon
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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.
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.
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SOURCE Grand View Research, Inc
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Technology
Stowers Institute partners with Google DeepMind and leading research institutions to help reveal the regulatory language of the human genome
Published
1 minute agoon
September 9, 2026By
Researchers provided biological expertise and feedback that helped guide the development of a new AI-powered resource released today. For the first time, scientists can explore a comprehensive map of more than 9 billion possible single-letter DNA changes through a web browser, helping them more quickly prioritize and interpret variants that may influence biology and disease and lay groundwork for future treatments.
KEY HIGHLIGHTS
Developed over several years, AlphaGenome Atlas is a one-petabyte dataset containing molecular-effect predictions for more than 9 billion possible single-letter DNA changes across the human genome.Until now, researchers lacked a single resource that could both rank variants across the genome and reveal the biological processes they are predicted to disrupt, a combination that could accelerate foundational discoveries, disease research and the search for therapeutic targets.Researchers from Google DeepMind, the Stowers Institute for Medical Research, Broad Institute, the University of Exeter, Memorial Sloan Kettering Cancer Center and Stanford University contributed scientific input and explored applications of the resource.
KANSAS CITY, Mo., Sept. 8, 2026 /PRNewswire/ — The human genome contains approximately 3 billion DNA letters, creating more than 9 billion possible single-letter changes. Testing the effects of each change in a laboratory would be practically impossible. Google DeepMind’s new AlphaGenome Atlas, available beginning today, gives scientists a comprehensive, searchable resource designed to accelerate understanding of the human genome.
The one-petabyte resource contains artificial intelligence-generated predictions for the molecular effects of more than 9 billion possible changes, creating what Google DeepMind describes as the most comprehensive catalogue of its kind.
Stowers Institute for Medical Research Investigator Julia Zeitlinger, Ph.D., partnered with the Google DeepMind team led by Vice President of Science and Chief Scientist Žiga Avsec, Ph.D., to map and interpret the patterns in DNA that regulate biological processes inside cells. At the same time, additional scientific collaborators from leading institutions across the United States and England helped test how the new resource could be used to identify impactful genetic variation in humans. The work is now available as a preprint on bioRxV.
Zeitlinger has made significant contributions to the field of gene regulation and computational biology. In 2019, in an international collaboration that included Avsec, Zeitlinger and her team at the Stowers Institute developed a powerful AI framework, BPNet. This framework is now widely used to extract and dissect the DNA sequences that explain genome-wide biological data. Just last month, her lab unveiled a new AI method, PISA, which generates high-resolution visualizations of what AI models have learned from DNA.
Stowers Institute Bioinformatics Scientist and Zeitlinger Lab member, Melanie Weilert, served as a lead author on the AlphaGenome project. With her deep expertise in interpretating AI models, she helped build the AlphaGenome Atlas resource to ask one of biology’s biggest questions: How does a cell know which genes to turn on and off?
“This is a very difficult problem because every cell type speaks a slightly different language, making it hard to know which rules are general,” Zeitlinger said. “With AlphaGenome, we can quickly query many cell types and look for general patterns by which genes are activated and repressed.”
Google DeepMind developed the technology behind the Atlas. Zeitlinger, who also leads the Stowers Institute’s AI Initiative, helped connect its predictions to the biological processes that give cells their identities and allow them to function.
“AlphaGenome Atlas is a powerful example of how AI can expand human knowledge and advance scientific discovery,” said VP Science, Google DeepMind and Chief Scientist, Google Cloud, Pushmeet Kohli, Ph.D. “By making this resource widely available, we hope scientists around the world can use it to better understand the language of life and what happens when individual letters in the human genome change.”
Scientists can access the resource through a web browser without writing code, allowing more researchers to explore genetic variation at a scale that was not previously possible.
“AlphaGenome Atlas is foundational research with the potential to have an impact across multiple areas of biology,” said Avsec. “We worked with experts in the field, including Julia, whose biological insight helped us explore how the resource can map functional elements in the genome and reveal their roles at the molecular level.”
How Stowers scientists helped reveal the regulatory “words” of the genome
Every cell in the human body contains essentially the same DNA, yet different cells use that information in very different ways. Short DNA sequences called motifs act as regulatory instructions, helping control which genes are active, when they are activated and how strongly they operate.
Zeitlinger and her team used AlphaGenome Atlas to analyze regulatory motifs across the genome and determine what they reveal about the proteins, called transcription factors, that control gene activity. The researchers categorized these regulatory signals by function, distinguishing transcription factors that change whether DNA is accessible from those that also activate or repress genes.
Conducting this type of analysis experimentally across thousands of sites and many different cell types would require enormous time and resources. By making genome-wide predictions available in one searchable resource, the Atlas allowed Zeitlinger’s team to identify broader patterns in how genes are regulated and begin defining the general rules underlying the regulatory language of DNA.
“Having these motifs mapped at base-pair resolution across the genome and in many cell types gives us a searchable dictionary for non-coding DNA,” Zeitlinger said. “By giving the scientific community access to these predictions, AlphaGenome Atlas can accelerate how we identify potentially disease-causing variants while helping us understand the fundamental rules by which genes are regulated.”
“This collaboration demonstrates how Stowers scientists are helping shape emerging technologies, not simply adopting them,” said Stowers Institute President and Chief Scientific Officer Alejandro Sánchez Alvarado, Ph.D. “By pairing deep biological knowledge with the capabilities of AI, researchers can ask questions at a scale that was not previously possible and create new opportunities to more clearly understand human health and disease.”
The Atlas does not replace laboratory research. Instead, it can help scientists determine which variants and biological mechanisms should be investigated first, focusing experimental time and resources on the most promising questions.
“Tools such as AlphaGenome Atlas become most valuable when their predictions can be connected to meaningful biological questions,” said Stowers Institute Scientific Director Kausik Si, Ph.D. “Julia’s work brings together deep expertise in gene regulation and computational biology to help move us from simply reading DNA sequence toward understanding the rules that control gene activity.”
From billions of variants to focused biological questions
AlphaGenome Atlas contains thousands of molecular-effect predictions for each variant across hundreds of human cell types and tissues. These predictions contribute to the new AlphaGenome Variant Impact, or AVI, score. They also enabled researchers to identify and map recurring DNA motifs, short sequences where transcription factors bind to help control gene activity.
The AVI score brings together predictions from AlphaGenome, AlphaMissense and evolutionary conservation data. It gives researchers a single measure for ranking variants by their potential impact across protein-coding and non-coding regions of the genome. Researchers can then examine which molecular processes, including gene expression, RNA splicing and protein function, are predicted to be affected.
The collaborating institutions explored how the resource could support several areas of human genetic research. Scientists at the Broad Institute used the AVI score to prioritize a previously overlooked non-coding variant associated with an unsolved rare disease case. At the University of Exeter, researchers applied Atlas to genomic data from more than 54,000 UK Biobank participants, uncovering additional associations between rare noncoding variants and protein levels.
Watch a video from Google DeepMind and read a blog post announcing AlphaGenome Atlas.
Learn more and watch a tutorial of AlphaGenome Atlas
AlphaGenome Atlas is available for non-commercial use through Google DeepMind’s website at deepmind.google.com/science/alphagenome/atlas. Its predictions are intended to support research and have not been validated or approved for clinical use.
About the Stowers Institute for Medical Research
Founded in 1994 through the generosity of Jim Stowers, founder of American Century Investments, and his wife, Virginia, the Stowers Institute for Medical Research is a nonprofit, biomedical research organization with a focus on foundational research. Its mission is to expand our understanding of the secrets of life and improve life’s quality through innovative approaches to the causes, treatment, and prevention of diseases.
The Institute consists of 24 independent research programs. Of the approximately 500 members, over 370 are scientific staff that include principal investigators, fellows, technology center directors, postdoctoral scientists, graduate students, and technical support staff. Learn more about the Institute at stowers.org and about its graduate program at stowers.org/gradschool.
Read an online version of the release here.
Media contact
Joe Chiodo
Director of Communications
Stowers Institute for Medical Research
724-462-8529
chiodo.joe@stowers.org
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SOURCE Stowers Institute for Medical Research
Technology
The Inner Circle acknowledges Daniel Beer as a Pinnacle Professional Member Inner Circle of Excellence
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1 hour agoon
September 8, 2026By
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
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SOURCE The Inner Circle
Technology
Thoma Bravo Announces Strategic Growth Investment in Tanda
Published
1 hour agoon
September 8, 2026By
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
Stowers Institute partners with Google DeepMind and leading research institutions to help reveal the regulatory language of the human genome
The Inner Circle acknowledges Daniel Beer as a Pinnacle Professional Member Inner Circle of Excellence
Thoma Bravo Announces Strategic Growth Investment in Tanda
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