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GenAI Fuels Enterprise Analytics Progress in Brazil

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Information Services Group (ISG) reports significant progress in AI adoption among Brazilian enterprises, according to their 2024 ISG Provider Lens™ Advanced Analytics and AI Services report. Companies are incorporating generative AI alongside traditional AI tools for analytics, with applications in image recognition, customer sentiment analysis, and data transformation.

Organizations are implementing data science solutions including demand forecasting, preventive maintenance, and anomaly detection. A key development is the use of GenAI agents that allow non-technical employees to generate automated graphs and answers through natural-language interfaces.

The report highlights the growing importance of data governance and management in Brazil, with companies adopting data mesh architecture to improve information accessibility while maintaining control and compliance. The market is served by various providers, including new firms specialized in data and analytics, many partnering with hyperscale cloud and data platform companies.

Information Services Group (ISG) riporta progressi significativi nell'adozione dell'IA tra le imprese brasiliane, secondo il loro rapporto 2024 ISG Provider Lens™ Advanced Analytics and AI Services. Le aziende stanno integrando l'IA generativa insieme agli strumenti di IA tradizionali per l'analisi, con applicazioni nel riconoscimento delle immagini, nell'analisi del sentiment dei clienti e nella trasformazione dei dati.

Le organizzazioni stanno implementando soluzioni di data science, tra cui la previsione della domanda, la manutenzione preventiva e il rilevamento delle anomalie. Un importante sviluppo è l'uso di agenti GenAI che consentono ai dipendenti non tecnici di generare grafici automatizzati e risposte attraverso interfacce in linguaggio naturale.

Il rapporto sottolinea l'importanza crescente della governance e gestione dei dati in Brasile, con le aziende che adottano l'architettura data mesh per migliorare l'accessibilità delle informazioni mantenendo il controllo e la conformità. Il mercato è servito da vari fornitori, comprese nuove aziende specializzate in dati e analisi, molte delle quali collaborano con aziende di cloud iperscalabili e piattaforme di dati.

Information Services Group (ISG) informa sobre un progreso significativo en la adopción de IA entre las empresas brasileñas, según su informe 2024 ISG Provider Lens™ Advanced Analytics and AI Services. Las compañías están incorporando IA generativa junto con herramientas tradicionales de IA para análisis, con aplicaciones en el reconocimiento de imágenes, análisis de sentimientos de clientes y transformación de datos.

Las organizaciones están implementando soluciones de ciencia de datos, incluyendo pronósticos de demanda, mantenimiento preventivo y detección de anomalías. Un desarrollo clave es el uso de agentes GenAI que permiten a empleados no técnicos generar gráficos automatizados y respuestas a través de interfaces en lenguaje natural.

El informe destaca la creciente importancia de la gobernanza y gestión de datos en Brasil, con empresas que adoptan una arquitectura de malla de datos para mejorar la accesibilidad de la información mientras mantienen el control y el cumplimiento. El mercado es atendido por varios proveedores, incluidas nuevas empresas especializadas en datos y análisis, muchas de las cuales se asocian con empresas de nube hiperescalable y plataformas de datos.

정보 서비스 그룹 (ISG)는 2024 ISG Provider Lens™ 고급 분석 및 AI 서비스 보고서에 따르면 브라질 기업의 AI 채택에 상당한 진전을 보고합니다. 기업들은 생성적 AI를 전통적인 AI 도구와 함께 통합하여 이미지 인식, 고객 감정 분석 및 데이터 변환에 응용하고 있습니다.

조직들은 수요 예측, 예방 유지보수 및 이상 탐지를 포함한 데이터 과학 솔루션을 구현하고 있습니다. 주요 개발 중 하나는 비기술 직원이 자연어 인터페이스를 통해 자동화된 그래프와 답변을 생성할 수 있도록 하는 GenAI 에이전트의 사용입니다.

보고서는 브라질에서 데이터 거버넌스 및 관리의 중요성이 증가하고 있음을 강조하며, 기업들이 정보 접근성을 개선하면서 통제 및 준수를 유지하기 위해 데이터 메시 아키텍처를 채택하고 있습니다. 시장은 데이터 및 분석에 전문화된 새로운 기업을 포함한 다양한 공급업체에 의해 제공되며, 이들 중 많은 기업이 하이퍼스케일 클라우드 및 데이터 플랫폼 회사와 파트너십을 맺고 있습니다.

Information Services Group (ISG) rapporte des progrès significatifs dans l'adoption de l'IA parmi les entreprises brésiliennes, selon leur rapport 2024 ISG Provider Lens™ Advanced Analytics and AI Services. Les entreprises intègrent l'IA générative aux outils d'IA traditionnels pour l'analyse, avec des applications dans la reconnaissance d'images, l'analyse des sentiments des clients et la transformation des données.

Les organisations mettent en œuvre des solutions de science des données, y compris la prévision de la demande, la maintenance préventive et la détection d'anomalies. Un développement clé est l'utilisation d'agents GenAI qui permettent aux employés non techniques de générer des graphiques automatisés et des réponses via des interfaces en langage naturel.

Le rapport souligne l'importance croissante de la gouvernance et de la gestion des données au Brésil, les entreprises adoptant une architecture de maillage de données pour améliorer l'accessibilité de l'information tout en maintenant le contrôle et la conformité. Le marché est desservi par divers fournisseurs, y compris de nouvelles entreprises spécialisées dans les données et l'analyse, dont beaucoup s'associent à des entreprises de cloud hyperscale et de plateformes de données.

Information Services Group (ISG) berichtet über erhebliche Fortschritte bei der KI-Adoption in brasilianischen Unternehmen, gemäß ihrem Bericht 2024 ISG Provider Lens™ Advanced Analytics and AI Services. Unternehmen integrieren generative KI neben traditionellen KI-Tools für Analysen, mit Anwendungen in der Bilderkennung, der Analyse von Kundenstimmungen und der Datenumwandlung.

Organisationen setzen Datenwissenschaftslösungen um, darunter Nachfrageprognosen, präventive Wartung und Anomalieerkennung. Eine wichtige Entwicklung ist die Nutzung von GenAI-Agenten, die es nicht-technischen Mitarbeitern ermöglichen, automatisierte Grafiken und Antworten über natürliche Sprachschnittstellen zu erstellen.

Der Bericht hebt die wachsende Bedeutung von Daten-Governance und -Management in Brasilien hervor, wobei Unternehmen eine Datenmesh-Architektur übernehmen, um die Informationszugänglichkeit zu verbessern und gleichzeitig Kontrolle und Compliance zu wahren. Der Markt wird von verschiedenen Anbietern bedient, darunter neue Firmen, die auf Daten und Analytik spezialisiert sind, von denen viele Partnerschaften mit hyperskalierenden Cloud- und Datenplattformunternehmen eingegangen sind.

Positive
  • Growing adoption of advanced analytics and GenAI solutions in Brazilian enterprises
  • Expansion of AI applications to traditional sectors like law firms
  • Increasing market presence of specialized data and analytics service providers
Negative
  • Data silos and scattered information across different systems remain a challenge
  • Varying levels of data and analytics maturity among Brazilian companies

Insights

The latest ISG Provider Lens™ report reveals several critical developments in Brazil's enterprise AI market that significantly impact ISG's (III) market position and revenue potential. The expansion of service provider evaluations to 45 companies across six distinct quadrants demonstrates ISG's growing influence in the Latin American market and suggests increased revenue opportunities from research and advisory services.

The report's timing is particularly strategic, coinciding with the surge in generative AI adoption. This positions ISG advantageously in three key areas:

  • Market Intelligence Leadership: By comprehensively analyzing both traditional and generative AI adoption patterns, ISG strengthens its position as a primary source of technology market intelligence, potentially expanding its subscriber base and consulting engagements.
  • Revenue Diversification: The focus on both large and midsize enterprise segments opens new revenue streams, particularly in the underserved midmarket sector where competition is less intense.
  • Strategic Positioning: The inclusion of data mesh architecture and FinOps services in the analysis demonstrates ISG's ability to identify and capitalize on emerging technology trends, enhancing its value proposition to clients.

The report's structure, dividing analysis between large and midsize enterprises across three service categories, reveals a sophisticated understanding of market segmentation that should drive higher-value consulting engagements. The identification of multiple "Leaders" and "Rising Stars" in various quadrants suggests a healthy competitive landscape that typically leads to increased demand for ISG's advisory services.

Of particular significance is the integration of the Voice of the Customer survey through the ISG Star of Excellence™ program, which creates a valuable proprietary dataset that can be monetized through additional research products and consulting services. This customer satisfaction data becomes increasingly valuable as organizations seek trusted partners for their AI and analytics initiatives.

Enterprises generate growing value from data by using rapidly evolving new tools

alongside traditional AI technologies, ISG Provider Lens™ report says

SÃO PAULO--(BUSINESS WIRE)-- Enterprises in Brazil are making significant advancements in the use of AI as their data management and analytics capabilities mature, 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 2024 ISG Provider Lens™ Advanced Analytics and AI Services report for Brazil finds companies are beginning to use generative AI for some analytics use cases, even as traditional AI retains a major role in their data toolkits. Debate over the risks of AI has shone a spotlight on the importance of data-based decision-making and data-driven efforts to remain competitive, making Brazilian businesses more mature users of the technology.

“Many companies in Brazil have been lost in a sea of information, struggling to turn raw data into valuable insights,” said Kathy Rudy, head of the ISG Data, Analytics & Technology Office. “They are using the power of advanced analytics to make better use of information, often in partnership with consulting and services providers.”

Large and midsize enterprises in Brazil are adopting a range of data science solutions offered by providers, including demand forecasting, preventive maintenance and anomaly detection, the report says. Increasingly, these solutions incorporate GenAI. Even traditional sectors not known for using advanced data analysis, including law firms, are beginning to recognize its transformative potential.

Organizations are using GenAI in image recognition, customer sentiment analysis and data transformation tasks such as converting voice content into text, ISG says. The technology can also bring non-technical employees into the analytics process with GenAI agents. These enable business professionals to generate automated graphs and answers without complex calculations by navigating data using natural-language interfaces.

Data governance and management is becoming increasingly important to companies in Brazil as they work to become more efficient and comply with legal and security requirements, the report says. Often, their data is trapped in silos and scattered across different systems on premises and in the cloud. Data mesh architecture, which makes information available to specific areas of the business based on access controls, data quality, legal compliance and other factors, has become the guiding principle for data modernization.

Enterprises carrying out data modernization in Brazil are served by a growing number of service providers, including new companies focused exclusively on data and analytics. Many of these firms have partnerships with hyperscale cloud and data platform companies and are especially focused on serving the midsize enterprise segment.

“The Brazilian market has companies at many different maturity levels in terms of data and analytics,” said Jan Erik Aase, partner and global leader, ISG Provider Lens Research. “Each has unique strengths and challenges, which makes selecting a qualified consultative partner essential.”

The report also examines other analytics and AI trends affecting organizations in Brazil, including the use of knowledge graphs to make GenAI agents more explainable and the growing interest in FinOps services to improve financial management of data operations.

For more insights into the analytics and AI challenges facing Brazilian enterprises, and ISG’s advice for overcoming them, see the ISG Provider Lens™ Focal Points briefing here.

The 2024 ISG Provider Lens™ Advanced Analytics and AI Services report for Brazil evaluates the capabilities of 45 providers across six quadrants: Data Science and AI Services — Large, Data Science and AI Services — Midsize, Data Modernization Services — Large, Data Modernization Services — Midsize, Advanced BI and Reporting Modernization Services — Large and Advanced BI and Reporting Modernization Services — Midsize.

The report names Accenture, BRQ, Cadastra, Compass UOL, Dataside, GFT, NTT DATA and Rox Partner as Leaders in three quadrants each. It names Deloitte, Falconi, Logicalis, MadeInWeb, Peers, Stefanini and TIVIT as Leaders in two quadrants each. A3Data, BRLink, Dedalus, Eleflow, IBM, Keyrus, Kumulus, Maxxi and UniSoma are named as Leaders in one quadrant each.

In addition, DXC Technology, Eleflow, Falconi, Maxxi, PwC and Stefanini are named as Rising Stars — companies with a “promising portfolio” and “high future potential” by ISG’s definition — in one quadrant each.

Customized versions of the report are available from Dataside, Falconi, MadeInWeb, Maxxi, Peers and Rox Partner.

In the area of customer experience, DXC Technology is named the global ISG CX Star Performer for 2024 among advanced analytics and AI services providers. DXC Technology earned the highest customer satisfaction scores in ISG's Voice of the Customer survey, which is part of the ISG Star of Excellence™ program, the premier quality recognition for the technology and business services industry.

The 2024 ISG Provider Lens™ Advanced Analytics and AI Services report for Brazil is available to subscribers or for one-time purchase 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.

Press Contacts:



Will Thoretz, ISG

+1 203 517 3119

will.thoretz@isg-one.com



Thábata Mondoni, Mondoni Press for ISG

Mobile: +55 11 98671 5652

thabata@mondonipress.com.br

Source: Information Services Group, Inc.

FAQ

How is generative AI being implemented in Brazilian enterprises according to ISG (III)?

According to ISG, Brazilian enterprises are implementing generative AI in image recognition, customer sentiment analysis, and data transformation tasks, including converting voice content into text. They're also using GenAI agents to enable non-technical employees to generate automated graphs and analyze data through natural-language interfaces.

What are the main data management challenges facing Brazilian companies in 2024?

The main challenges include data trapped in silos, information scattered across different systems both on-premises and in the cloud, and the need to comply with legal and security requirements while improving efficiency.

Which companies were named Leaders in ISG's 2024 Advanced Analytics report for Brazil?

Several companies were named Leaders in multiple quadrants, including Accenture, BRQ, Cadastra, Compass UOL, Dataside, GFT, NTT DATA, and Rox Partner, who were Leaders in three quadrants each.

What key data science solutions are Brazilian enterprises adopting in 2024?

Brazilian enterprises are adopting various data science solutions including demand forecasting, preventive maintenance, and anomaly detection, with increasing integration of generative AI capabilities.

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