U.S. Enterprises Integrate Analytics, AI at Scale
MWN-AI** Summary
Large U.S. enterprises are advancing their analytics and AI strategies from isolated initiatives to comprehensive programs that encompass core business systems, according to a report by Information Services Group (ISG). The increasing complexity of IT environments has driven organizations to establish unified data foundations that facilitate predictive analytics and ambitious AI objectives. With software portfolios averaging around 2,000 systems, the fragmentation of data has underscored the need for enhanced data integration, governance, and lifecycle management.
Organizations are partnering with service providers to modernize their data systems and effectively leverage analytics and AI. Kathy Rudy, a partner at ISG, emphasizes that firms are moving beyond marginal experiments to embed AI into their decision-making and performance measurement processes. Investments in AI have surged, tripling as a percentage of IT budgets to nearly 6% in the past two years.
As these enterprises transition their AI initiatives from pilots to full-scale production, they are reevaluating the application of data and analytics across different business segments. Many are adopting formal operating models that consolidate governance and leadership for advanced analytics and AI initiatives. Midsize enterprises, on the other hand, are employing hybrid models that allow domain-specific leaders to manage projects autonomously while benefiting from centralized coordination.
Emerging specialist providers are also playing a crucial role by focusing on sectors like healthcare and finance, where they apply advanced analytics to regulated data. The report highlights the growing necessity for organizations to connect their analytics investments to tangible business outcomes, treating data and AI as operational capabilities rather than individual projects. The findings signal a shift toward continuous improvement in AI and analytics, shaping future business strategies.
MWN-AI** Analysis
As U.S. enterprises advance their integration of analytics and AI, businesses are entering a pivotal phase of transformation. The latest ISG Provider Lens report highlights a significant shift, where AI strategies have evolved from siloed efforts to comprehensive initiatives that permeate all critical business functions. This maturing landscape presents both opportunities and challenges for market participants.
Investors should closely monitor organizations that prioritize a unified data foundation to support analytics and AI goals. As data fragmentation poses increasing complexities, firms that embrace consistent data integration and governance are likely to gain competitive advantage. Companies aiming to leverage advanced analytics to drive business outcomes could see higher efficiency, reduced operational costs, and improved decision-making capabilities—factors that investors should assess as key indicators of future performance.
The report points out that AI spending as a percentage of IT budgets has tripled, signaling robust growth in this sector. Firms that are embedding AI into everyday operations rather than treating it as a series of projects are likely better positioned for sustained success. For instance, large enterprises consolidating AAAI governance and leadership may achieve more effective resource allocation and strategic alignment.
Investors should also take note of midsize enterprises that are adopting hybrid operating models, allowing for both central oversight and domain-specific autonomy in AAAI initiatives. This flexibility can lead to innovation, and partnerships with midsize service providers offering tailored solutions could amplify business value.
Specialist providers are emerging as key players in analytics and AI, particularly in sectors like healthcare and financial services. Their targeted expertise may yield better insights and results, presenting opportunities for collaboration.
In summary, stakeholders should focus on enterprises that embrace unified analytics and AI strategies, as these companies are positioned to drive significant business value and thrive amid increasing market complexity.
**MWN-AI Summary and Analysis is based on asking OpenAI to summarize and analyze this news release.
Companies build unified operating models to support growing role of AI in generating business value from data, ISG Provider Lens ® report says
The advanced analytics and AI strategies of large U.S. enterprises are maturing from isolated initiatives into integrated programs spanning all core business systems, according to a new research report published today by Information Services Group ( ISG ) (Nasdaq: III ), a global AI-centered technology research and advisory firm.
The 2025 ISG Provider Lens ® Advanced Analytics and AI Services reports for the U.S. find that organizations are responding to the growing complexity of their IT environments by seeking unified data foundations to support predictive analytics and increasingly ambitious AI goals. As the average software portfolios of large enterprises near 2,000 systems, data and application fragmentation has elevated the importance of consistent data integration, governance and lifecycle management. Organizations are partnering with service providers on projects that combine data modernization, analytics and AI.
“U.S. enterprises are no longer experimenting with analytics and AI at the margins,” said Kathy Rudy, partner, ISG Data, Analytics and Technology Office. “They are embedding these capabilities into how decisions are made, processes are automated and performance is measured across the organization.”
AI is increasingly central to digital transformation at U.S. companies, with AI spending as a share of IT budgets almost tripling in the past two years to nearly 6 percent, ISG says. As enterprise AI moves from pilots to production, organizations have been forced to reassess how they use data, analytics and AI across lines of business. Many large enterprises are adopting formalized operating models for advanced analytics and AI (AAAI) initiatives, consolidating leadership, governance and architectural ownership across the organization.
Midsize enterprises often follow a different path, creating hybrid operating models that blend central coordination with autonomy within domains, ISG says. By allowing leaders of different parts of the organization to steward AAAI projects, midsize firms allow domains to advance at their own paces. Midsize service providers are well-equipped to support this approach by offering accelerators, pre-configured data models and migration frameworks that can be adapted to specific business contexts.
Specialist providers have recently emerged as important analytics and AI partners for enterprises in the U.S., ISG says. Customer data, supply chain telemetry, competitive intelligence and clinical datasets are expected to become leading drivers of business value in the coming years, and many specialists are focused on applying advanced analytics and AI to these types of regulated or high-precision data. They continue to deepen their expertise in verticals such as healthcare, financial services, manufacturing and digital commerce.
“Enterprises are under increasing pressure to connect analytics and AI investments to measurable business results,” said Gowtham Sampath, principal analyst, ISG Research, and lead author of the report. “The organizations making progress are those that treat data, analytics and AI as a continuous operational capability rather than a series of projects.”
The reports also explore other trends in analytics and AI services in the U.S., including the importance of change readiness and process reengineering to successful AAAI initiatives and increasing demand for consumption-based and outcome-linked provider pricing.
For more insights into the analytics and AI challenges faced by enterprises in the U.S., along with ISG’s advice for addressing them, see the ISG Provider Lens ® Focal Points briefing here .
For 2025, ISG Provider Lens has published two Advanced Analytics and AI Services reports for the U.S.: one examining large and midsize providers and one assessing specialist providers. The Large and Midsize report evaluates the capabilities of 60 providers across four quadrants: Data Science and AI Services — Large, Data Science and AI Services — Midsize, Data Analytics and Modernization Services — Large and Data Analytics and Modernization Services — Midsize.
The Large and Midsize report names Accenture, Apexon, Atos, Brillio, Capgemini, Cognizant, EXL, Genpact, HARMAN, HCLTech, Hexaware, HTC Global Services, IBM, Infosys, Innova Solutions, Mphasis, Persistent Systems, TCS, Tech Mahindra, Unisys, UST, Virtusa and Wipro as Leaders in two quadrants each. It names Stefanini as a Leader in one quadrant each.
In addition, Coforge and DXC Technology are named as Rising Stars — companies with a “promising portfolio” and “high future potential” by ISG’s definition — in two quadrant each.
The 2025 ISG Provider Lens ® Advanced Analytics and AI Services — Specialist report evaluates the capabilities of 21 providers across two quadrants: Data Science and AI Services — Specialist and Data and Analytics — Modernization Services.
The Specialist report names Fractal Analytics, Lingaro, MathCo, Quantiphi, Tiger Analytics, Tredence and WNS Analytics as Leaders in two quadrants each. It names Evalueserve as a Leader in one quadrant.
In addition, Sigmoid is named as a Rising Star Stars — a company with a “promising portfolio” and “high future potential” by ISG’s definition — in two quadrants.
In the area of customer experience, Capgemini is named the global ISG CX Star Performer for 2025 among advanced analytics and AI services providers. Capgemini earned the highest customer satisfaction scores in ISG's Voice of the Customer survey, part of the ISG Star of Excellence™ program , the premier quality recognition for the technology and business services industry.
Customized versions of the report are available from 66 Degrees , Akkodis , Atos , Hexaware , Ignitho , Lingaro , Quantiphi , Rackspace , Sedin and WNS .
The 2025 ISG Provider Lens ® Advanced Analytics and AI Services — Large and Midsize report for the U.S. is available to subscribers or for one-time purchase on this webpage . The 2025 ISG Provider Lens ® Advanced Analytics and AI Services — Specialist report for the U.S. is available on this webpage .
About ISG Provider Lens ® Research
The ISG Provider Lens ® Quadrant research series is the only service provider evaluation of its kind to combine empirical, data-driven research and market analysis with the real-world experience and observations of ISG's global advisory team. Enterprises will find a wealth of detailed data and market analysis to help guide their selection of appropriate sourcing partners, while ISG advisors use the reports to validate their own market knowledge and make recommendations to ISG's enterprise clients. The research currently covers providers offering their services globally, across Europe, as well as in the U.S., Canada, Mexico, Brazil, the U.K., France, Benelux, Germany, Switzerland, the Nordics, Australia and Singapore/Malaysia, with additional markets to be added in the future. For more information about ISG Provider Lens research, please visit this webpage .
About ISG
ISG (Nasdaq: III ) is a global AI-centered technology research and advisory firm. A trusted partner to more than 900 clients, including 75 of the world’s top 100 enterprises, ISG is a long-time leader in technology and business services that is now at the forefront of leveraging AI to help organizations achieve operational excellence and faster growth. The firm, founded in 2006, is known for its proprietary market data, in-depth knowledge of provider ecosystems, and the expertise of its 1,600 professionals worldwide working together to help clients maximize the value of their technology investments.
View source version on businesswire.com: https://www.businesswire.com/news/home/20260119701448/en/
Press Contacts:
L aura Hupprich, ISG
+1 203-517-3100
laura.hupprich@isg-one.com
Julianna Sheridan, Matter Communications for ISG
+1 978-518-4520
isg@matternow.com
FAQ**
How is Information Services Group Inc. III influencing the adoption of unified operating models for AI and advanced analytics among U.S. enterprises across various industries?
What specific strategies is Information Services Group Inc. III recommending to organizations looking to integrate their data and AI initiatives seamlessly into their core business models?
In what ways does Information Services Group Inc. III assess the capabilities of various providers in their recent reports on advanced analytics and AI services, particularly in terms of leadership and future potential?
How does the rise of specialist providers identified by Information Services Group Inc. III impact the competitive landscape for advanced analytics and AI services in the U.S. market?
**MWN-AI FAQ is based on asking OpenAI questions about Information Services Group Inc. (NASDAQ: III).
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