U.S. Firms Seize Power of Data With Advanced Analytics
Information Services Group (ISG) reports that U.S. enterprises are significantly investing in analytics and AI to maximize their data potential. The 2024 ISG Provider Lens™ Advanced Analytics and AI Services report highlights how AI is enhancing analytics capabilities and enabling business transformation.
U.S. companies are leading in augmented analytics adoption, utilizing AI and ML for automated insight generation. The report emphasizes three key trends: data democratization through self-service platforms, embedded analytics integration into daily workflows, and the implementation of data mesh architectures for improved data accessibility while maintaining departmental control.
The report evaluates 77 providers across three quadrants: Data Science and AI Services, Data Modernization Services, and Advanced BI and Reporting Modernization Services. Notable Leaders include Accenture, Capgemini, Cognizant, Deloitte, and HCLTech among Large providers, while companies like Fractal Analytics and Tiger Analytics lead the Specialist category.
Information Services Group (ISG) riporta che le aziende statunitensi stanno investendo significativamente in analisi e intelligenza artificiale per massimizzare il potenziale dei loro dati. Il rapporto 2024 ISG Provider Lens™ sui Servizi di Analisi Avanzata e AI mette in evidenza come l'IA stia migliorando le capacità analitiche e abilitando la trasformazione aziendale.
Le aziende statunitensi sono alla guida nell'adozione di analisi aumentate, utilizzando IA e ML per la generazione automatizzata di insight. Il rapporto sottolinea tre tendenze chiave: democratizzazione dei dati attraverso piattaforme self-service, integrazione dell'analisi nei flussi di lavoro quotidiani e implementazione di architetture di data mesh per migliorare l'accessibilità ai dati mantenendo il controllo dipartimentale.
Il rapporto valuta 77 fornitori in tre quadranti: Servizi di Data Science e AI, Servizi di Modernizzazione dei Dati e Servizi di Modernizzazione dell'Advanced BI e Reporting. I Leader notevoli includono Accenture, Capgemini, Cognizant, Deloitte e HCLTech tra i fornitori di grande dimensione, mentre aziende come Fractal Analytics e Tiger Analytics guidano la categoria Specialist.
Information Services Group (ISG) informa que las empresas estadounidenses están invirtiendo significativamente en análisis e inteligencia artificial para maximizar su potencial de datos. El informe 2024 ISG Provider Lens™ sobre Servicios de Análisis Avanzado y AI destaca cómo la IA está mejorando las capacidades analíticas y facilitando la transformación empresarial.
Las empresas de EE. UU. lideran en la adopción de análisis aumentados, utilizando IA y ML para la generación automatizada de información. El informe enfatiza tres tendencias clave: democratización de datos a través de plataformas de autoservicio, integración de análisis en los flujos de trabajo diarios e implementación de arquitecturas de malla de datos para mejorar la accesibilidad de los datos manteniendo el control departamental.
El informe evalúa a 77 proveedores en tres cuadrantes: Servicios de Data Science y AI, Servicios de Modernización de Datos y Servicios de Modernización de BI Avanzado y Reporting. Los Líderes notables incluyen a Accenture, Capgemini, Cognizant, Deloitte y HCLTech entre los grandes proveedores, mientras que empresas como Fractal Analytics y Tiger Analytics lideran la categoría Specialist.
정보 서비스 그룹 (ISG)는 미국 기업들이 데이터 잠재력을 극대화하기 위해 분석 및 인공지능에 상당한 투자하고 있다고 보고합니다. 2024년 ISG 제공업체 렌즈™ 고급 분석 및 AI 서비스 보고서는 AI가 분석 기능을 향상시키고 비즈니스 변화를 가능하게 하고 있음을 강조합니다.
미국 기업들은 증강 분석 채택에서 선두주자로, AI와 ML을 활용하여 자동화된 인사이트 생성을 이루고 있습니다. 이 보고서는 셀프 서비스 플랫폼을 통한 데이터 민주화, 일상적인 업무 흐름에 통합된 분석, 부서별 통제를 유지하면서 데이터 접근성을 향상시키기 위한 데이터 메쉬 아키텍처 구현이라는 세 가지 주요 트렌드를 강조합니다.
보고서는 데이터 과학 및 AI 서비스, 데이터 현대화 서비스, 고급 BI 및 보고서 현대화 서비스의 세 가지 분야에서 77개의 공급업체를 평가합니다. 주목할만한 리더로는 대형 공급업체 중 Accenture, Capgemini, Cognizant, Deloitte 및 HCLTech가 있으며, Fractal Analytics와 Tiger Analytics와 같은 회사가 스페셜리스트 카테고리에서 선도하고 있습니다.
Information Services Group (ISG) rapporte que les entreprises américaines investissent de manière significative dans l'analyse et l'IA pour maximiser le potentiel de leurs données. Le rapport 2024 ISG Provider Lens™ sur les Services d'Analyse Avancée et d'IA met en évidence comment l'IA améliore les capacités analytiques et permet la transformation des entreprises.
Les entreprises américaines sont à la pointe de l'adoption de l'analyse augmentée, utilisant l'IA et le ML pour la génération automatisée d'insights. Le rapport souligne trois tendances clés : la démocratisation des données via des plateformes en libre-service, l'intégration de l'analyse dans les flux de travail quotidiens et la mise en œuvre d'architectures de mesh de données pour améliorer l'accessibilité des données tout en conservant le contrôle départemental.
Le rapport évalue 77 fournisseurs dans trois quadrants : Services de Data Science et d'IA, Services de Modernisation des Données et Services de Modernisation des BI Avancées et Reporting. Parmi les leaders notables figurent Accenture, Capgemini, Cognizant, Deloitte et HCLTech parmi les grands fournisseurs, tandis que des entreprises comme Fractal Analytics et Tiger Analytics dominent la catégorie Specialist.
Information Services Group (ISG) berichtet, dass US-Unternehmen erheblich in Analytik und KI investieren, um ihr Datenpotenzial zu maximieren. Der Bericht 2024 ISG Provider Lens™ zu Advanced Analytics und AI Services hebt hervor, wie KI die Analysefähigkeiten verbessert und die Transformation von Unternehmen ermöglicht.
US-Unternehmen führen bei der Nutzung von erweiterten Analysen und setzen KI und ML für die automatische Generierung von Insights ein. Der Bericht betont drei wichtige Trends: Daten-Demokratisierung durch Self-Service-Plattformen, Integration von Analysen in die täglichen Arbeitsabläufe und die Implementierung von Data-Mesh-Architekturen zur Verbesserung der Datenzugänglichkeit bei gleichzeitiger Wahrung der Abteilungsautonomie.
Der Bericht bewertet 77 Anbieter in drei Quadranten: Dienstleistungen für Datenwissenschaft und KI, Dienstleistungen zur Datenmodernisierung sowie Dienstleistungen zur Modernisierung von Advanced BI und Reporting. Zu den bemerkenswerten Führern zählen Accenture, Capgemini, Cognizant, Deloitte und HCLTech unter den großen Anbietern, während Unternehmen wie Fractal Analytics und Tiger Analytics die Kategorie Specialist anführen.
- Major enterprise investments in analytics and AI aligned with strategic business goals
- U.S. companies leading in augmented analytics adoption
- Implementation of data democratization improving organizational data accessibility
- Integration of embedded analytics into daily business processes
- None.
Insights
The ISG report reveals a pivotal shift in U.S. enterprise technology investments, particularly noteworthy for Information Services Group (ISG). The widespread adoption of AI-enabled analytics tools represents a substantial market opportunity, positioning ISG strategically as both a research provider and potential beneficiary of this trend.
The report highlights three critical market developments that could impact ISG's business model and stock value: 1) The surge in augmented analytics adoption among U.S. enterprises, 2) The democratization of data through self-service platforms and 3) The emergence of data mesh architectures in large organizations.
From a competitive standpoint, ISG's identification of 77 service providers across three quadrants demonstrates the company's comprehensive market coverage. The recognition of major players like Accenture and TCS as Leaders validates ISG's market intelligence capabilities and could strengthen its position as a trusted advisory firm in the growing analytics and AI services market.
The technological transformation outlined in this report signifies a fundamental shift in enterprise data strategy. The integration of AI with traditional analytics creates a compound effect: augmented analytics reduces time-to-insight, while data mesh architectures solve the long-standing challenge of data silos without sacrificing departmental autonomy.
Two technical innovations stand out for their market impact: 1) The implementation of natural language processing for data queries, which substantially lowers the technical barrier for data access and 2) The shift toward embedded analytics, which integrates data analysis directly into workflow processes - a significant advancement in operational efficiency.
For ISG, this positions them well in the advisory space as enterprises navigate complex decisions about data architecture and AI implementation. The company's detailed segmentation of providers (Large, Midsize, Specialist) demonstrates their deep understanding of the market's technical nuances.
For ISG (Nasdaq: III), this report serves multiple purposes beyond market intelligence. With a market cap of
The report's timing and content suggest ISG is well-positioned to capitalize on the enterprise shift toward AI-enabled analytics. The identification of emerging trends like DWaaS and metadata-driven architectures indicates potential new revenue streams in advisory services. The comprehensive provider evaluation framework (Leaders, Rising Stars) adds credibility to ISG's market intelligence products, potentially driving higher subscription revenues.
New, AI-enabled tools and approaches spark aggressive investments to improve insights and decision-making, ISG Provider Lens™ report says
The 2024 ISG Provider Lens™ Advanced Analytics and AI Services report for the
“Companies can unlock deeper insights and drive significant business value when their data is accessible and integrated into operations,” said Kathy Rudy, chief data and analytics officer at ISG. “Service providers play a crucial role in making this possible.”
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“The drive for data modernization is coming from enterprises that recognize the need for a solid data strategy and foundation to fully utilize AI,” said Jan Erik Aase, partner and global leader, ISG Provider Lens Research. “Providers can meet their needs with solutions that integrate AI with data science and business intelligence.”
The report also explores other data analytics trends in the
For more insights into the analytics challenges facing
The 2024 ISG Provider Lens™ Advanced Analytics and AI Services report for the
Among Large providers, the report names Accenture, Capgemini, Cognizant, Deloitte, Genpact, HCLTech, Infosys, TCS, Tech Mahindra and Wipro as Leaders in all three quadrants.
In addition, NTT DATA is named as a Rising Star — a company with a “promising portfolio” and “high future potential” by ISG’s definition — in all three quadrants.
Among Midsize providers, Apexon, Encora, EXL, HARMAN, Hexaware, Innova Solutions, Mphasis, Persistent Systems, Stefanini, Unisys, UST and Virtusa are named as Leaders in all three quadrants. HTC Global Services is named as a Leader in two quadrants, and Brillio is named as a Leader in one quadrant.
In addition, ITC Infotech is named as a Rising Star in two quadrants and HTC Global Services is named as a Rising Star in one quadrant.
Among Specialist providers, Fractal Analytics, Lingaro, MathCo, Quantiphi, Tiger Analytics, Tredence and WNS Analytics are named as Leaders in all three quadrants. Evalueserve and Impetus Technologies are named Leaders in one quadrant.
In addition, Sigmoid is named as a Rising Star in all three quadrants.
In the area of customer experience, DXC Technology is named the global ISG CX Star Performer for 2024 among advanced analytics and AI providers. DXC Technology 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, Altimetrik, Apexon, Chetu, HARMAN, Impetus Technologies, HCLTech, Lingaro, Persistent Systems, Sigmoid, Unisys and WNS.
The 2024 ISG Provider Lens™ Advanced Analytics and AI Services reports for the
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
About ISG
ISG (Information Services Group) (Nasdaq: III) is a leading global technology research and advisory firm. A trusted business partner to more than 900 clients, including more than 75 of the world’s top 100 enterprises, ISG is committed to helping corporations, public sector organizations, and service and technology providers achieve operational excellence and faster growth. The firm specializes in digital transformation services, including AI, cloud and data analytics; sourcing advisory; managed governance and risk services; network carrier services; strategy and operations design; change management; market intelligence and technology research and analysis. Founded in 2006, and based in
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Press Contacts:
Will Thoretz, ISG
+1 203 517 3119
will.thoretz@isg-one.com
Julianna Sheridan, Matter Communications for ISG
+1 978-518-4520
isg@matternow.com
Source: Information Services Group, Inc.
FAQ
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