AI Adoption Drives Interest in DataOps, ISG Study Finds
Information Services Group (ISG) has released new research predicting significant growth in DataOps adoption among enterprises. The study forecasts that more than 50% of enterprises will implement DataOps practices by 2026, driven by increasing AI adoption and the need for improved data management.
The research highlights that by 2027, over half of enterprises will adopt data orchestration technologies to automate and coordinate data workflows. ISG evaluated 49 software providers across five platform categories: DataOps, Data Observability, Data Orchestration, Data Pipelines, and Data Products.
The study named top leaders in each category, with Microsoft leading in multiple segments, followed by companies like Informatica, IBM, Monte Carlo, and Databricks. The research emphasizes that healthy data pipelines are important for generating business insights and AI applications, with DataOps enabling better monitoring of data quality and reliability.
Information Services Group (ISG) ha pubblicato una nuova ricerca che prevede una crescita significativa nell'adozione di DataOps tra le imprese. Lo studio prevede che più del 50% delle imprese implementerà pratiche DataOps entro il 2026, spinto dall'aumento dell'adozione dell'IA e dalla necessità di una gestione dei dati migliorata.
La ricerca evidenzia che entro il 2027, oltre la metà delle imprese adotterà tecnologie di orchestrazione dei dati per automatizzare e coordinare i flussi di lavoro dei dati. ISG ha valutato 49 fornitori di software in cinque categorie di piattaforma: DataOps, Data Observability, Data Orchestration, Data Pipelines e Data Products.
Lo studio ha nominato i principali leader in ciascuna categoria, con Microsoft leader in più segmenti, seguita da aziende come Informatica, IBM, Monte Carlo e Databricks. La ricerca sottolinea che pipeline di dati sane sono importanti per generare intuizioni aziendali e applicazioni di IA, con DataOps che consente un miglior monitoraggio della qualità e dell'affidabilità dei dati.
Information Services Group (ISG) ha lanzado una nueva investigación que predice un crecimiento significativo en la adopción de DataOps entre las empresas. El estudio pronostica que más del 50% de las empresas implementarán prácticas de DataOps para 2026, impulsadas por el creciente uso de la IA y la necesidad de una mejor gestión de datos.
La investigación destaca que para 2027, más de la mitad de las empresas adoptarán tecnologías de orquestación de datos para automatizar y coordinar los flujos de trabajo de datos. ISG evaluó a 49 proveedores de software en cinco categorías de plataformas: DataOps, Data Observability, Data Orchestration, Data Pipelines y Data Products.
El estudio nombró a los principales líderes en cada categoría, siendo Microsoft el líder en múltiples segmentos, seguido de empresas como Informatica, IBM, Monte Carlo y Databricks. La investigación enfatiza que tuberías de datos saludables son importantes para generar conocimientos empresariales y aplicaciones de IA, con DataOps que permite un mejor monitoreo de la calidad y fiabilidad de los datos.
정보 서비스 그룹 (ISG)가 기업 내 DataOps 도입의 상당한 성장을 예고하는 새로운 연구를 발표했습니다. 이 연구에 따르면 2026년까지 50% 이상의 기업이 DataOps 관행을 도입할 것이라고 합니다. 이는 AI 도입 증가와 데이터 관리 개선의 필요성에 의해 촉발되고 있습니다.
연구는 2027년까지 절반 이상의 기업이 데이터 워크플로우를 자동화하고 조정하기 위해 데이터 오케스트레이션 기술을 채택할 것이라고 강조합니다. ISG는 DataOps, Data Observability, Data Orchestration, Data Pipelines, Data Products의 다섯 가지 플랫폼 카테고리에서 49개의 소프트웨어 제공업체를 평가했습니다.
이 연구는 각각의 카테고리에서 최고의 리더를 선정했으며, Microsoft가 여러 분야에서 선두를 차지하고 있고, Informatica, IBM, Monte Carlo, Databricks와 같은 회사들이 뒤를 이어 있습니다. 연구는 건강한 데이터 파이프라인이 비즈니스 통찰력과 AI 응용 프로그램을 생성하는 데 중요하며, DataOps가 데이터 품질과 신뢰성을 더 잘 모니터링할 수 있도록 가능하게 한다고 강조합니다.
Information Services Group (ISG) a publié une nouvelle étude prédisant une croissance significative de l'adoption de DataOps au sein des entreprises. L'étude prévoit que plus de 50 % des entreprises mettront en œuvre des pratiques DataOps d'ici 2026, tirée par l'augmentation de l'adoption de l'IA et le besoin d'une meilleure gestion des données.
La recherche souligne qu'd'ici 2027, plus de la moitié des entreprises adopteront des technologies d'orchestration des données pour automatiser et coordonner les flux de travail de données. ISG a évalué 49 fournisseurs de logiciels dans cinq catégories de plates-formes : DataOps, Data Observability, Data Orchestration, Data Pipelines et Data Products.
L'étude a nommé les principaux leaders dans chaque catégorie, avec Microsoft en tête dans plusieurs segments, suivi par des entreprises comme Informatica, IBM, Monte Carlo et Databricks. La recherche souligne que des pipelines de données sains sont importants pour générer des insights commerciaux et des applications d'IA, DataOps permettant une meilleure surveillance de la qualité et de la fiabilité des données.
Information Services Group (ISG) hat eine neue Untersuchung veröffentlicht, die ein signifikantes Wachstum bei der Einführung von DataOps in Unternehmen vorhersagt. Die Studie prognostiziert, dass mehr als 50% der Unternehmen bis 2026 DataOps Praktiken umsetzen werden, was durch die zunehmende Akzeptanz von KI und die Notwendigkeit einer verbesserten Datenverwaltung vorangetrieben wird.
Die Forschung hebt hervor, dass bis 2027 mehr als die Hälfte der Unternehmen Technologien zur Datenorchestrierung übernehmen werden, um Datenarbeitsabläufe zu automatisieren und zu koordinieren. ISG hat 49 Softwareanbieter in fünf Plattformkategorien bewertet: DataOps, Data Observability, Data Orchestration, Data Pipelines und Data Products.
Die Studie benannte die besten Anbieter in jeder Kategorie, wobei Microsoft in mehreren Segmenten führend ist, gefolgt von Unternehmen wie Informatica, IBM, Monte Carlo und Databricks. Die Forschung betont, dass gesunde Datenpipelines wichtig sind, um Geschäftseinblicke und KI-Anwendungen zu generieren, wobei DataOps eine bessere Überwachung der Datenqualität und -zuverlässigkeit ermöglicht.
- Predicted 50%+ enterprise adoption of DataOps by 2026 indicates strong market growth
- Forecast of over 50% adoption of data orchestration technologies by 2027 shows expanding market opportunity
- Comprehensive evaluation of 49 software providers demonstrates mature market landscape
- None.
Insights
The ISG report highlights a pivotal shift in enterprise data management, predicting that over 50% of enterprises will adopt DataOps by 2026. This trend is particularly significant for ISG (III) as it positions the company strategically in the growing DataOps advisory market. The research's timing aligns perfectly with the surge in AI adoption, creating immediate monetization opportunities for ISG's advisory services.
The market segmentation into five distinct platform categories - DataOps, Data Observability, Data Orchestration, Data Pipelines and Data Products - demonstrates the maturity and sophistication of the sector. With 49 providers evaluated, including tech giants like Microsoft, IBM and AWS, ISG's comprehensive analysis strengthens its position as a leading authority in technology research. This expertise could translate into increased demand for ISG's advisory services as organizations navigate the complex DataOps landscape.
For investors, this represents a potential catalyst for ISG's revenue growth, as enterprises seeking guidance on DataOps implementation will likely turn to established research and advisory firms. The projected adoption rate by 2026 suggests a sustained demand for ISG's services in this domain.
The research findings represent a significant business opportunity for ISG. With a relatively modest market cap of
The timing is particularly advantageous given the AI boom and enterprises' increasing need for reliable data management solutions. The prediction that over half of enterprises will adopt data orchestration technologies by 2027 suggests a strong growth trajectory for ISG's research and advisory services in this space.
The comprehensive evaluation of 49 providers across five categories positions ISG as a key information gateway for enterprises making technology decisions. This creates multiple revenue streams through report sales, advisory services and consulting engagements. The research's focus on practical implementation challenges and solutions makes it particularly valuable for enterprises planning their DataOps initiatives.
New ISG research predicts more than half of enterprises will embrace DataOps by 2026
DataOps is the use of agile development, DevOps and lean manufacturing techniques by data engineering professionals to support data production. The ISG Buyers Guides for DataOps, produced by ISG Software Research, predict more than half of enterprises will adopt agile and collaborative DataOps practices by the end of 2026 to enhance responsiveness, avoid repetitive tasks and deliver measurable data reliability improvements.
“As enterprise use of AI moves from initial pilots and trial projects through deployment and into production at scale, many enterprises are realizing the critical importance of agile, responsive data processes,” said Matt Aslett, director of research, Analytics and Data, for ISG Software Research. “DataOps enables enterprises to effectively monitor the quality of data used in analytics and governance projects and ensure the reliability and health of the data environment.”
Healthy data pipelines are necessary to ensure data is ingested, processed and loaded in the required sequence to generate business insights and AI, the report says. As data sources and requirements grow increasingly complex, enterprises are looking to automate and coordinate the creation, scheduling and monitoring of data pipelines as part of a DataOps approach to data management.
Such data orchestration automates and accelerates the flow of data to support operational and analytics initiatives and drive business value. By 2027, ISG says more than half of enterprises will adopt data orchestration technologies to automate and coordinate data workflows and increase efficiency and agility in data and analytics projects.
To fully deliver on the promise of DataOps, enterprises must adopt new approaches to people, processes and information, the report says. Processes and methodologies that support rapid innovation and experimentation, automation, collaboration, measurement and monitoring, and high data quality will improve the value generated by analytics and data initiatives.
For its 2024 DataOps Buyers Guides, ISG evaluated software providers across five platform categories – DataOps, Data Observability, Data Orchestration, Data Pipelines, and Data Products – and produced a separate Buyers Guide for each. A total of 49 providers were assessed: Acceldata, Actian, Airbyte, Alation, Alteryx, Amazon Web Services, Astronomer, Ataccama, Atlan, Bigeye, BMC, Census, Cloudera, Collibra, Dagster Labs, Databricks, DataKitchen, DataOps.live, dbt Labs, Denodo, DQLabs, Google, Great Expectations, Hitachi, IBM, Informatica, Infoworks, K2view, Keboola, Mage, Matillion, Microsoft,
ISG Software Research designates the top three software providers as Leaders in each category. For the 2024 study, the leading providers in ranked order are:
DataOps: Informatica, Microsoft and IBM
Data Observability:
Data Orchestration: Databricks, Microsoft and Alteryx
Data Pipelines: Microsoft, Alteryx and Databricks
Data Products: Microsoft, Informatica and SAP
“Enterprises need to enable data operation activities across business and IT to improve the agility of data scientists and data analysts in their daily work,” said Mark Smith, partner, ISG Software Research. “Orchestrating and managing pipelines of data to streamline the development of AI requires the efficient processing of data and governance of analytical and operational processes.”
The ISG DataOps Buyers Guides are the distillation of more than a year of market and product research efforts. The research is not sponsored nor influenced by software providers and is conducted solely to help enterprises optimize their business and IT software investments.
Visit this webpage to learn more about the ISG DataOps Buyers Guides and read executive summaries of each of the five reports. The complete reports, including provider rankings across seven product and customer experience dimensions and detailed research findings on each provider, are available by contacting ISG Software Research.
About ISG Software Research
ISG Software Research provides authoritative coverage and analysis of the business and IT software industry. It distributes research and insights daily through its user community, and provides a portfolio of consulting, advisory, research and education services for enterprises, software and service providers, and investment firms. Its ISG Buyers Guides help enterprises evaluate and select software providers through tailored assessments powered by ISG’s proprietary methodology. Visit www.isg-research.net for more information and to sign up for free community membership.
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 and automation, 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:
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.
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