Technology
Data Center Power Market size is set to grow by USD 22.85 billion from 2024-2028, Increasing investments in data centers to boost the market growth, Technavio
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2 years agoon
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NEW YORK, July 24, 2024 /PRNewswire/ — The global data center power market size is estimated to grow by USD 22.85 billion from 2024-2028, according to Technavio. The market is estimated to grow at a CAGR of over 11.25% during the forecast period. Increasing investments in data centers is driving market growth, with a trend towards increasing investments in hpc systems. However, ups battery failure poses a challenge. Key market players include ABB Ltd., Active Power Solutions Ltd., AEG Power Solutions BV, Black Box Ltd., Caterpillar Inc., Control Technology Co., Cummins Inc., Cyber Power Systems Inc., Danfoss AS, Delta Electronics Inc., Eaton Corp. Plc, Exide Technologies, Generac Holdings Inc., Legrand SA, Panduit Corp., Rolls Royce Holdings Plc, Schneider Electric SE, Siemens AG, Toshiba Corp., and Vertiv Holdings Co..
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Forecast period
2024-2028
Base Year
2023
Historic Data
2018 – 2022
Segment Covered
Product (Generators, Transformers, UPS, Transfer switches and switchgears, and Others), End-user (IT and telecom, BFSI, Energy, Healthcare, and Retail), and Geography (North America, Europe, APAC, South America, and Middle East and Africa)
Region Covered
North America, Europe, APAC, South America, and Middle East and Africa
Key companies profiled
ABB Ltd., Active Power Solutions Ltd., AEG Power Solutions BV, Black Box Ltd., Caterpillar Inc., Control Technology Co., Cummins Inc., Cyber Power Systems Inc., Danfoss AS, Delta Electronics Inc., Eaton Corp. Plc, Exide Technologies, Generac Holdings Inc., Legrand SA, Panduit Corp., Rolls Royce Holdings Plc, Schneider Electric SE, Siemens AG, Toshiba Corp., and Vertiv Holdings Co.
Key Market Trends Fueling Growth
High-Performance Computing (HPC) systems deliver superior computing performance for scientific and engineering applications. These systems consist of clusters of processors with 16-64 nodes, utilizing algorithms, networks, and simulated environments. HPC systems are essential for complex operations, such as physical simulations, weather forecasting, quantum mechanics, and molecular modeling. The global HPC market is growing due to the need for product innovation and economic competitiveness. Cloud-based HPC systems are increasingly popular among Small and Medium Enterprises (SMEs) due to their low initial investment requirements. HPC systems require highly configured servers and data centers to handle compute-intensive workloads efficiently. With the increasing adoption of HPC, there is a growing demand for data centers. Data center operators must ensure uninterrupted power supply to these centers to meet the demands of HPC vendors. Consequently, the demand for data center power components is expected to rise during the forecast period.
Data centers are essential for businesses in various sectors, including IT & telecommunications, government, healthcare, retail, banking, financial services, and insurance, to store and process their digital data. With the rise of cloud computing and work-from-home models, the demand for data centers is increasing. Advanced systems like modular data centers and energy-efficient technologies are trending, focusing on energy conservation and reducing Power Usage Effectiveness (PUE). Cloud computing and web hosting require massive computational power, leading to the growth of mega data centers. Medium-sized enterprises and colocation data centers also benefit from energy-efficient Power Distribution Units (PDUs) and Uninterruptible Power Supply (UPS) systems. Compatible devices like intelligent power strips, battery monitoring equipment, and PDU and UPS technologies ensure reliability and maintenance. Energy conservation is crucial, with PUE monitoring devices and battery monitoring devices helping to optimize energy usage. The integration of 5G and cloud networking in edge use cases further expands the data center market. Initial investment in compatible products can save costs in the long run and ensure business continuity.
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Market Challenges
Data centers rely on Uninterruptible Power Supply (UPS) systems for power backup, but their batteries, which have an average lifespan of ten years, can sometimes fail due to aging or other factors. These failures can lead to significant losses for data center operators, costing USD1–USD5 million per hour during downtime. Factors such as inconsistent temperatures and overcharging can reduce battery life and lead to quick capacity rundowns. UPS battery failures account for over half of data center outages. As these components age, their use is expected to decline, potentially hindering the growth of the global data center power market during the forecast period.Data Center Power Market: Medium-sized enterprises face unique challenges in powering their IT infrastructure, especially when it comes to web hosting cloud and colocation data centers. Mega data centers and hyper-scale providers, with their vast power requirements, dominate the market. PDUs (Power Distribution Units) and UPSs (Uninterruptible Power Supply) are essential products for ensuring reliability. Colocation and IT & telecommunications sectors, along with government, healthcare, retail, banking, financial services, and insurance, rely on compatible DC power solutions. Initial investment in power infrastructure can be high, but the benefits of reliability and maintenance outweigh the costs. Digitization, cloud networking, 5G, edge use cases, high bandwidth, and low-latency data transmission require advanced DC power solutions. Hyper-scale providers prioritize modularity and storage capacity. The World Economic Forum highlights the importance of DC power solutions in the age of Al (Artificial Intelligence), robotics, and CAPEX budget optimization. IT equipment and data storage facilities demand online double conversion for uninterrupted power supply. PDUs, UPSs, busways, and compatible devices are essential for end-uses. Compatibility, reliability, and maintenance are key concerns. The market for DC power solutions continues to evolve, driven by the growing demand for high-performance, low-latency power infrastructure.
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Segment Overview
This data center power market report extensively covers market segmentation by
Product 1.1 Generators1.2 Transformers1.3 UPS1.4 Transfer switches and switchgears1.5 OthersEnd-user 2.1 IT and telecom2.2 BFSI2.3 Energy2.4 Healthcare2.5 RetailGeography 3.1 North America3.2 Europe3.3 APAC3.4 South America3.5 Middle East and Africa
1.1 Generators- Data centers require a reliable power source to ensure uninterrupted operation of IT equipment. Generators serve as backup power supplies when the primary power fails. Enterprises must understand their data center’s power system architecture before installing a generator. Generators are classified into gas, diesel, and bi-fuel based on fuel source. Enterprises can choose based on fuel preference to minimize generator operating costs. A UPS system can provide power during short power outages, but generators are ideal for extended backup periods. Market growth is driven by advancements in UPS technology offering longer backup times, making them cost-effective alternatives to generators.
For more information on market segmentation with geographical analysis including forecast (2024-2028) and historic data (2018 – 2022) – Download a Sample Report
Learn and explore more about Technavio’s in-depth research reports
The global data center market is booming, driven by increased demand for data storage and processing. In parallel, the global data center mechanical construction sector is evolving, with innovative cooling and HVAC systems becoming crucial for efficiency and reliability. With rising data consumption and technological advancements, investments in mechanical construction and power solutions are key to supporting the growth and sustainability of data centers worldwide.
Research Analysis
The Data Center Power Market is witnessing significant growth due to the increasing adoption of advanced systems such as modular data centers and technologies like cloud computing, computational power, and colocation. The shift towards work-from-home models and the need for energy conservation have further fueled the demand for efficient power distribution solutions. Power Distribution Units (PDUs) and Uninterruptible Power Supply (UPS) systems are essential components of data centers, ensuring uninterrupted power supply and protecting equipment from power surges and outages. Battery monitoring equipment and PUE monitoring devices are crucial for optimizing energy usage and reducing costs. Intelligent power strips and busways provide advanced power management capabilities, enabling medium-sized enterprises and large organizations to manage their power needs effectively. End-users in IT & telecommunications, government, healthcare, retail, banking, financial services, and insurance sectors are increasingly investing in compatible products to support their growing computational power requirements. Mega data centers and hyper-scale facilities, in particular, demand large-scale power solutions, including PDUs and UPSs, to ensure reliable and efficient power distribution.
Market Research Overview
The Data Center Power Market is experiencing significant growth due to the increasing demand for cloud computing, data storage, and advanced systems. Energy efficiency is a top priority, with technologies such as Power Distribution Units (PDUs), Uninterruptible Power Supply (UPS) systems, and battery monitoring equipment playing crucial roles. Modular data centers and work-from-home models are also driving market expansion. Energy conservation and PUE monitoring devices are essential for reducing energy consumption and improving reliability. Intelligent power strips and battery monitoring devices are key products for optimizing power usage. End-users in IT & telecommunications, government, healthcare, retail, banking, financial services, insurance, and other sectors are investing in data centers for their IT infrastructure and digital transformation. Technologies like cloud computing, computational power, and DC power solutions are transforming the industry. Hyper-scale providers and mega data centers are leading the way, while medium-sized enterprises and colocation data centers are also adopting advanced systems. The market is expected to continue growing, with a focus on modularity, storage capacity, and compatibility with various devices and end-uses. The World Economic Forum highlights the importance of energy management and digitization in the data center sector. CAPEX budgets for IT equipment and online double conversion are significant factors influencing market trends. The integration of AI, robotics, 5G, cloud networking, and edge use cases is also shaping the future of the Data Center Power Market.
Table of Contents:
1 Executive Summary
2 Market Landscape
3 Market Sizing
4 Historic Market Size
5 Five Forces Analysis
6 Market Segmentation
ProductGeneratorsTransformersUPSTransfer Switches And SwitchgearsOthersEnd-userIT And TelecomBFSIEnergyHealthcareRetailGeographyNorth AmericaEuropeAPACSouth AmericaMiddle East And Africa
7 Customer Landscape
8 Geographic Landscape
9 Drivers, Challenges, and Trends
10 Company Landscape
11 Company Analysis
12 Appendix
About Technavio
Technavio is a leading global technology research and advisory company. Their research and analysis focuses on emerging market trends and provides actionable insights to help businesses identify market opportunities and develop effective strategies to optimize their market positions.
With over 500 specialized analysts, Technavio’s report library consists of more than 17,000 reports and counting, covering 800 technologies, spanning across 50 countries. Their client base consists of enterprises of all sizes, including more than 100 Fortune 500 companies. This growing client base relies on Technavio’s comprehensive coverage, extensive research, and actionable market insights to identify opportunities in existing and potential markets and assess their competitive positions within changing market scenarios.
Contacts
Technavio Research
Jesse Maida
Media & Marketing Executive
US: +1 844 364 1100
UK: +44 203 893 3200
Email: media@technavio.com
Website: www.technavio.com/
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SOURCE Technavio
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Wenge AI Launches ScienceOra on Tencent WorkBuddy, Making Specialized Research AI More Accessible
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BEIJING, Oct. 27, 2026 /PRNewswire/ — Wenge AI launched ScienceOra, its research and decision-support platform, on Tencent WorkBuddy, making more than 30 specialist research agents and skills available to users. The initial offering supports literature analysis, hypothesis development, study design, modeling and simulation, validation, and research communication. Users can access ScienceOra through WorkBuddy’s app discovery section for support across the research process, from exploring a new field to conducting advanced research and making informed scientific decisions.
ScienceOra is powered by the ScienceOne Scientific Foundation Model, which was developed as part of a Chinese Academy of Sciences (CAS)-coordinated initiative. Building on that foundation and on Wenge AI’s long-standing work in scientific data, research tools, and decision AI, ScienceOra brings specialized research knowledge, tools, and agent capabilities into one system, extending AI from knowledge retrieval and content generation to the execution of complex research tasks and support for scientific decision-making.
Covering core scenarios across disciplines
Scientific research involves a great deal of specialized work at every stage, from reviewing the literature and formulating hypotheses to designing experiments, analyzing data, validating findings, and publishing papers. Researchers everywhere face the same questions: how to spot valuable leads in a vast body of literature, how to synthesize scientific evidence and carry complex projects forward, and how to make sound scientific judgments between competing options. ScienceOra on WorkBuddy addresses both general research needs and discipline-specific work, organized around three levels of support — getting started, advanced research, and expert decision-making — for users across disciplines and at different stages of their work.
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At the first level, ScienceOra helps researchers turn a mass of information into a structured understanding of a field. Its agents cover academic literature research, comparative literature analysis, in-depth paper analysis, and literature review mapping; its skills cover literature search, multi-paper comparison, and structured close reading. Together they help researchers trace how a field has developed, compare the core arguments and methods of different studies, and identify research gaps. Beyond finding and summarizing literature, the AI can examine the evidence, conclusions, and limitations of different studies around a specific scientific question, offering reference points for further work.
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For advanced research, ScienceOra helps researchers move from analyzing existing knowledge to carrying out specialized tasks. It supports evidence synthesis, study design, and domain-specific data analysis in areas such as systematic reviews and meta-analyses, molecular biology and multi-omics, and drug developability assessment.
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ScienceOra Website: https://www.scienceone.ai/portal/
Website: https://www.wenge.com/
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SOURCE Wenge AI
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Visa and Marina Bay Precinct Partners – Marina Bay Sands, UOB and Singapore Tourism Board – Present ‘A Moment to Savour’, Bringing International Restaurant Collaborations to Singapore
Published
56 minutes agoon
October 27, 2026By
A series of restaurant collaborations across Marina Bay will bring together celebrated culinary talents and restaurants from Singapore and around the world from November 2026 through March 2027
SINGAPORE, Oct. 27, 2026 /PRNewswire/ — Visa and the Marina Bay precinct partners – Marina Bay Sands, UOB and Singapore Tourism Board (STB) – today announced ‘A Moment to Savour’, a new premium dining programme showcasing Singapore’s vibrant culinary scene through an exclusive series of restaurant collaborations. Launching under the Visa Destinations platform, the collaborations will run from November 2026 to March 2027, pairing renowned restaurants and chefs, from both Marina Bay and around the world, to create distinctive, limited-time dining experiences in the Marina Bay area.
The programme aims to showcase Singapore’s position as a leading global gastronomy hub, while creating compelling new culinary experiences for both visitors and locals to savour, reflecting the city’s diverse and world-class food scene. This experience will be offered to Visa cardholders globally, with pre-sales available to all UOB Visa cardholders and Visa Infinite cardholders.
‘A Moment to Savour’ is launching in Marina Bay as the precinct brings together the full spectrum of Singapore’s visitor appeal – from iconic attractions and world-class dining to premium shopping and entertainment, making it a natural setting to showcase distinctive culinary experiences that can be enjoyed as part of a broader destination journey.
The series will make its debut at Marina Bay Sands with an exclusive two-night dinner, underscoring the integrated resort’s position as a leading culinary destination and platform for world-class collaborations. The experience will bring together the team from one-Michelin-starred Waku Ghin and two-Michelin-starred MOSU Seoul, helmed by Chef Anh Sung Jae, who also served as a head judge on Netflix’s Culinary Class Wars.
The full list of dining collaborations over the period include:
November 2026
Waku Ghin (Marina Bay Sands) and MOSU Seoul, Chef Anh Sung-Jae
December 2026
Jin Ting Wan 金蜓湾 (Marina Bay Sands), Chef Albert Li and Jing Xi Hui (菁禧荟), Chef Du Jianqing
黑珍珠 The Black Pearl (Odeon 333), Chef Dee Chan with seven guest chefs from leading restaurants across China (16-hands collaboration)
Labyrinth (Esplanade Mall), Chef Han Li Guang and Masque, Chef Varun Totlani
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Saint Pierre (One Fullerton), Chef Emmanuel Stroobant and Taian Table, Chef Christiaan Stoop
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Peach Blossoms (PARKROYAL COLLECTION, Marina Bay, Singapore), Chef Edward Chong with
Nusara, Chef Thitid “Ton” Tassanakajohn and Asia’s Best Pastry Chef 2025, Chef Dej Kewkacha (six-hands collaboration)
March 2027
JAAN by Kirk Westaway (Swissôtel The Stamford Singapore), Chef Kirk Westaway and NOBUO, Chef Nobu Lee
Odette (National Gallery Singapore), Chef Julien Royer and L’air du Temps, Chef San Degeimbre
1887 by André (Raffles Singapore), Chef André Chiang and visiting chef to be confirmed
UOB Visa cardholders in Singapore and across Southeast Asia will receive exclusive priority presale access to all ‘A Moment to Savour’ dining experiences, followed by a presale for all Visa Infinite cards and general sales for Visa cardholders globally. Bookings for the November and December sessions open from 28 October 2026, with limited seats that are subject to availability.
UOB Reserve and Visa Infinite Presale: 28 October 2026, 10am to 4pmUOB Visa Cards Presale: 28 October 2026, 6pm to 29 October 2026, 10amAll global Visa Infinite Cards Presale: 29 October 2026, 12pm to 30 October 2026, 12pmAll global Visa Cards: From 30 October 2026, 2pm onwards
All timings are in SGT.
With exclusive privileges across hotels, dining and attractions as part of the Marina Bay precinct partnership, UOB cardholders can pair their moments to savour with exceptional entertainment and destination propositions only available in the Bay, extending their adventures beyond the dining table to create unforgettable experiences in the precinct. As Visa’s largest card issuer in Southeast Asia[1], this latest partnership also reinforces UOB’s leadership position in the lifestyle and dining space, while leveraging the Bank’s extensive presence and deep customer base in the region especially among the affluent, to drive inbound tourism into Singapore.
“We recently announced the launch of Visa Destinations Singapore, a platform designed to bring together curated experiences and privileges that help visitors discover more of what the city has to offer,” said Adeline Kim, Group Country Manager for Regional Southeast Asia & SVP, Global Clients, Asia Pacific, Visa. “Presented as part of the initiatives under Visa Destinations, ‘A Moment to Savour’ reflects the importance of creating meaningful experiences around the passions that drive travel. With dining continuing to be a significant area of traveller spend and a powerful reason for people to explore a destination, this programme brings exceptional local and international culinary talent together to celebrate the flavours that make Singapore distinctive and strengthen its appeal as one of the world’s leading culinary destinations.”
“Marina Bay’s potential lies in the collective strength of the partners that contribute to its vibrancy. Through our continued partnership with the Singapore Tourism Board and UOB, and with Visa now joining us to elevate the Bay’s culinary offering, ‘A Moment to Savour’ marks another meaningful step in our shared ambition for the precinct,” said Irene Lin, Senior Vice President and Chief Marketing Officer, Resort Marketing at Marina Bay Sands. “By bringing celebrated local and international culinary talent to the Bay, we hope to create distinctive experiences that inspire visitors to discover Singapore’s dynamic dining scene, while strengthening Marina Bay’s position as a leading lifestyle destination on the global stage.”
“‘A Moment to Savour’ is the latest centrepiece of UOB’s feast of dining propositions, with our cardholders first in line to these eclectic and unprecedented experiences from the pinnacle of the gastronomic world. This collaboration with Visa not only reinforces UOB’s regional leadership in the lifestyle space, it also builds on the longstanding success of the Marina Bay precinct partnership to cement Singapore’s reputation as a seminal tourist destination globally. The programme also showcases our ability to bring together like-minded partners in collaborations that synergise the strengths of all parties to create unique and exceptional experiences for our more than eight million customers that money cannot buy,” said Jacquelyn Tan, Head, Group Personal Financial Services, UOB.
“Singapore has long been celebrated for its extraordinary food culture, and ‘A Moment to Savour’ is a wonderful reflection of what makes our culinary scene truly world-class – the ability to bring together the best of local and international talent in one destination. Programmes like this not only create memorable experiences for visitors and locals but also reinforce Singapore’s position as a destination where the world’s finest culinary experiences converge. We are delighted to partner with Visa, together with our precinct partners Marina Bay Sands and UOB to bring this series to life, and look forward to welcoming food lovers from around the world to the Marina Bay precinct,” said Kenneth Lim, Assistant Chief Executive, Marketing Group, Singapore Tourism Board.
For reservations and more details, visit destinations.visa.com/singapore. Details for the 2027 chef collaborations will be announced at a later date.
[1] Largest card issuer by total billings
About Visa
Visa (NYSE: V) is a world leader in digital payments, facilitating transactions between consumers, sellers, financial institutions and government entities across more than 200 countries and territories. Our mission is to connect the world through the most innovative, convenient, reliable and secure payments network, enabling individuals, businesses and economies to thrive. We believe that economies that include everyone everywhere, uplift everyone everywhere and see access as foundational to the future of money movement. Learn more at Visa.com.
About UOB
UOB is a leading Asian bank with a global network in Southeast Asia, Asia Pacific, Europe and North America. Operating through our head office in Singapore and banking subsidiaries in China, Indonesia, Malaysia, Thailand and Vietnam, we have a global network of about 430 branches and offices in 19 markets.
Since its incorporation in 1935, UOB has grown organically and through a series of strategic acquisitions. Today, UOB is rated among the world’s top banks: Aa1 by Moody’s Investors Service and AA- by both S&P Global Ratings and Fitch Ratings.
For more than nine decades, UOB has adopted a customer-centric approach to create long-term value by staying relevant through its enterprising spirit and doing right by its customers. UOB is focused on building the future of ASEAN – for the people and businesses within, and connecting with, ASEAN.
The Bank connects businesses to opportunities in the region with its unparalleled regional footprint and leverages data and insights to innovate and create personalised banking experiences and solutions catering to each customer’s unique needs and evolving preferences. UOB is also committed to help businesses forge a sustainable future, by fostering social inclusiveness, creating positive environmental impact and pursuing economic progress. UOB believes in being a responsible financial services provider and is steadfast in its support of education, children and art, doing right by its communities and stakeholders.
About Marina Bay Sands Pte Ltd
Since its opening in 2010, Marina Bay Sands has stood as an architectural marvel and the crown jewel in Singapore’s skyline. Home to the world’s most spectacular rooftop infinity pool and approximately 1,850 rooms and suites, the integrated resort offers exceptional dining, shopping, meeting and entertainment choices, complete with a year-round calendar of signature events.
Marina Bay Sands is dedicated to being a good corporate citizen to serve its people, communities and environment. It drives social impact through its community engagement programme, Sands Cares, and leads environmental stewardship through its global sustainability programme, Sands ECO360.
For more information, please visit www.marinabaysands.com.
About the Singapore Tourism Board
The Singapore Tourism Board (STB) is the lead development agency for tourism, one of Singapore’s key economic sectors. Together with industry partners and the community, we shape a dynamic Singapore tourism landscape. We bring the Passion Made Possible brand to life by differentiating Singapore as a vibrant destination that inspires people to share and deepen their passions.
More: www.stb.gov.sg or www.visitsingapore.com | Follow us: STB LinkedIn, STB Facebook or STB Instagram
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KaarTech Introduces KEOS to Help Enterprises Scale AI Across Business Operations
Published
56 minutes agoon
October 27, 2026By
KEOS combines enterprise intelligence and governed AI execution across four offerings: AI-led Transformation, Enterprise AI, Phygital and AI For Growth.
CHENNAI, India, Oct. 27, 2026 /PRNewswire/ — KaarTech today announced KEOS, an operating layer for enterprise intelligence designed to help organisations move beyond isolated AI initiatives and embed intelligence across their business. KEOS connects enterprise systems, knowledge and operational context to help organisations make informed decisions and deploy governed AI agents at scale.
As AI adoption expands, enterprises face a common challenge: disconnected systems and fragmented business knowledge prevent AI from understanding how the organisation works. KEOS addresses this by building a shared understanding of enterprise processes, data and assets, providing the context AI needs to support decisions and execute actions within defined controls.
KEOS brings together enterprise discovery, an ontology and knowledge graph, and a Context Lake that combines enterprise knowledge with operational memory. Together, these capabilities form an Enterprise Digital Twin, a living representation of how the organisation operates. An Agent Factory and Enterprise Agent OS build on this foundation to create, orchestrate and operate governed AI agents.
Ratnakumar Nagarajan, CAIO, KaarTech, said:
“Each part of the business has different requirements, but all need reliable context and clear controls. KEOS provides a common architecture that teams can extend to their domain. They can start with a defined use case, validate how agents perform and expand as they establish value.”
KEOS delivers this vision through four offerings:
AI-led Transformation: Embeds specialised AI agents across the SAP Activate lifecycle, from landscape discovery and AI readiness assessment to migration, testing and ongoing operations. The offering helps organisations accelerate transformation while maintaining visibility and control over agent activity.Enterprise AI: Brings enterprise data, AI infrastructure, security and governance together to support contextual AI across applications and operations. It helps organisations establish AI foundations aligned with their sovereignty, deployment and data requirements.Phygital: Connects physical assets and field operations with AI through sensor, operational and enterprise data. Applications include predictive maintenance, digital twins and connected-worker copilots that support maintenance and safety decisions.AI For Growth: Applies AI across marketing, sales and commercial operations, including forecasting, pricing, customer expansion and aftermarket services. It helps organisations connect fragmented workflows and use business intelligence to identify revenue opportunities and improve execution.
KaarTech supports KEOS adoption through its Forward Deployed Engineer (FDE) model, with more than 500 FDEs as of October 2026. The company plans to transition 100% of its employees into FDE roles by March 2027, extending this delivery model across its workforce.
Across these offerings, KEOS connects information from enterprise applications such as ERP, CRM and supply chain systems with operational technology, engineering models, documents and external intelligence. This shared business context allows organisations to extend AI across use cases without rebuilding enterprise understanding for each application.
Governance forms part of the KEOS architecture through a common control plane covering identity, access policies, data privacy, auditability and human approval. Evaluation and observability capabilities support oversight of AI behaviour and operating costs, helping organisations define what AI can access, which actions it can take and when people must remain involved.
Organisations can adopt KEOS within one business domain, establish enterprise understanding and initial governed agents, and then expand across additional workflows. Deployment options include customer-cloud environments, isolated air-gapped environments and region-pinned SaaS, selected according to customer policies and data requirements.
About KaarTech
KaarTech is a global AI-led enterprise transformation firm with more than two decades of experience helping organisations modernise their businesses. With over 3,000 professionals across 15 global locations, KaarTech has delivered more than 3,300 projects for 450+ customers across North America, Europe, APAC and the Middle East. The company helps enterprises embed AI into business processes, improve operations and unlock new growth opportunities, combining enterprise expertise, AI innovation and proven delivery capabilities.
For more information, visit www.kaartech.com.
Contact Details: Shrilaxmi N M | Email: nshrilaxmi@kaartech.com
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