Buyers Guide

ISG Buyers Guide Data Management and Operations 2026 Executive Summary

Posted by Matt Aslett on 09 September 2026

Executive Summary Key Takeaways Data management and operations have evolved from established data governance and integration practices into a more agile, automated discipline supporting data production and consumption at scale. Enterprises increasingly need trusted, high-quality, responsive data environments to support BI, generative AI and agentic AI. DataOps, automation, observability,... Read More

ISG Buyers Guide Data Integrity 2026 Executive Summary

Posted by Matt Aslett on 09 September 2026

Executive Summary Key Takeaways Data integrity has evolved from separate governance, data quality and master data management practices into a coordinated discipline for establishing trusted enterprise data. Enterprises increasingly depend on accurate, complete and consistent data to accelerate analytics, BI and AI while meeting privacy and regulatory requirements. AI, GenAI and agentic AI are... Read More

ISG Buyers Guide Data Engineering 2026 Executive Summary

Posted by Matt Aslett on 09 September 2026

Executive Summary Key Takeaways Data engineering has evolved from point-to-point batch integration into a holistic discipline for developing and managing agile data pipelines across distributed environments. Enterprises increasingly require continuous, reliable data processing to support real-time analytics, AI and agentic applications. Flexible integration, DataOps, observability and... Read More

ISG Buyers Guide Data Quality and Data Observability 2026 Executive Summary

Posted by Matt Aslett on 09 September 2026

Executive Summary Key Takeaways Data quality and data observability have evolved into complementary disciplines for establishing and maintaining trust across increasingly complex data environments. Enterprises need to assess data accuracy, freshness and reliability while proactively monitoring pipelines to prevent issues from disrupting analytics and AI. Automation, machine learning, DataOps and... Read More

ISG Buyers Guide Data Intelligence and Data Products 2026 Executive Summary

Posted by Matt Aslett on 09 September 2026

Executive Summary Key Takeaways Data intelligence and data products are evolving from traditional cataloging and project-based data delivery toward governed, reusable assets designed for self-service consumption. Enterprises increasingly need to understand how data is produced, consumed and governed while applying product thinking to improve discoverability, trust and reuse. Knowledge graphs,... Read More

Application Integration Buyers Guide 2026 Executive Summary

Posted by Matt Aslett on 18 June 2026

Executive Summary Key Takeaways Application integration has become a foundational capability for enabling real-time interoperability across increasingly complex enterprise application portfolios. Organizations rely on integration platforms to connect business processes, APIs, data flows and automation across hybrid and multicloud environments. AI, event-driven architectures and API-led... Read More

Real-Time Data Emerging Providers Buyers Guide 2026 Executive Summary

Posted by Matt Aslett on 18 June 2026

Executive Summary Key Takeaways Real-time data emerging providers are helping enterprises accelerate adoption of event-driven architectures, streaming analytics and real-time decision-making capabilities. These providers often focus on specialized areas of the real-time data ecosystem, delivering innovation in messaging, stream processing, streaming databases and real-time analytics. As AI-driven... Read More

Real-Time Data Buyers Guide 2026 Executive Summary

Posted by Matt Aslett on 18 June 2026

Executive Summary Key Takeaways Real-time data technologies are becoming foundational to enterprise automation by enabling organizations to process, analyze and act on business events as they occur. Enterprises are increasingly adopting streaming data, event processing and real-time analytics to support operational responsiveness, AI-driven decision-making and intelligent applications. The... Read More

Streaming Data Buyers Guide 2026 Executive Summary

Posted by Matt Aslett on 18 June 2026

Executive Summary Key Takeaways Streaming data platforms have become foundational technologies for enterprises seeking to process, enrich and act on event data as it is generated. Organizations increasingly rely on streaming data capabilities to support real-time decision-making, event-driven architectures and AI-enabled automation across distributed environments. The convergence of streaming,... Read More

Streaming Analytics Buyers Guide 2026 Executive Summary

Posted by Matt Aslett on 18 June 2026

Executive Summary Key Takeaways Streaming analytics is becoming a critical capability for enterprises seeking to act on business events as they occur rather than relying on delayed, batch-oriented analysis. Organizations are increasingly combining streaming data, real-time analytics and AI-driven decision-making to improve responsiveness and support intelligent applications. As event-driven... Read More