ISG Software Research Analyst Perspectives

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for Topic: Aiops

The End of Passive IT Service Management

Posted by Jeff Orr on 26 May 2026

IT service management (ITSM) is at an inflection point. For two decades, ITSM platforms have operated as structured systems of record and workflow orchestration layers, capturing tickets, routing tasks and enforcing process consistency. That model assumed humans were the primary actors and automation was deterministic, limited and rule-based. That assumption no longer holds. Artificial... Read More

Topics: ITSM, Observability, AIOps, IT & Technologies, AI & Technologies, AI and Machine Learning, IT Management & Operations, Autonomous IT, AI-Driven Workflow

When AIOps and XDR Don't Talk, Your SOC Pays the Price

Posted by Jeff Orr on 25 March 2026

Your artificial intelligence operations (AIOps) platform detects a memory spike in production. Your extended detection and response (XDR) platform flags suspicious lateral movement in the same cluster. But they're not sharing context, so your security operations center (SOC) treats them as two separate incidents. You lose 45 minutes that matter. This isn't a hypothetical scenario. It's the... Read More

Topics: Cybersecurity, Observability, SOC, AIOps, IT & Technologies, XDR, SIEM, SOAR, IT Management & Operations

AIOps Software Powers IT Efficiency

Posted by Jeff Orr on 04 December 2025

Enterprise IT leaders face a dual mandate: maintain resilient operations while accelerating digital outcomes. AIOps software, where artificial intelligence and machine learning (AI/ML) models and automation converge across observability, incident response and IT service management, has moved from experimental pilots to foundational capabilities in today’s operations. As CIOs, CISOs and IT leaders... Read More

Topics: ITSM, ITOps, AIOps, IT & Technologies, ITOM, IT Management & Operations

Navigating the Enterprise IT Ops Labyrinth

Posted by Jeff Orr on 10 April 2024

Enterprises are increasingly recognizing the need to streamline operations for efficiency, agility and innovation. This has led to various “operations” or “Ops” initiatives, each focusing on a specific aspect of enterprise IT. From software development and data analytics to IT and cloud management, these Ops groups are transforming the way enterprises operate and compete. Mergers and... Read More

Topics: Analytics, Cloud Computing, Digital Technology, data operations, Analytic Operations, AIOps