New ISG research predicts more than half of
enterprises will embrace DataOps by 2026
The expanding use of AI is driving enterprise interest in data
operations (DataOps) to orchestrate data integration and processing
and improve data quality and validity, a new research report from
leading global technology research and advisory firm Information
Services Group (ISG) (Nasdaq: III) says.
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, Monte Carlo, Nexla, One Data,
Precisely, Prefect, Qlik, RightData, Rivery, Saagie, SAP, Soda,
Starburst Data, Stonebranch, The Modern Data Company, Y42, Validio
and Zoho.
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: Monte Carlo, DQLabs and Acceldata 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 Stamford, Conn., ISG employs 1,600 digital-ready
professionals operating in more than 20 countries—a global team
known for its innovative thinking, market influence, deep industry
and technology expertise, and world-class research and analytical
capabilities based on the industry’s most comprehensive marketplace
data. For more information, visit www.isg-one.com.
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version on businesswire.com: https://www.businesswire.com/news/home/20250115402402/en/
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
Grafico Azioni Information Services (NASDAQ:III)
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Grafico Azioni Information Services (NASDAQ:III)
Storico
Da Gen 2024 a Gen 2025
