---
title: "The ServiceOps Shakeout: Which Tools Still Matter?"
description: As AI takes over IT execution, which ServiceOps tools still matter? EMA’s Parker Hathcock explores consolidation, commoditization, and where value shifts.
image: https://blog.enterprisemanagement.com/hubfs/serviceops-shakeout.jpg
---

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# EMA Research Blog: Navigating IT and Security Horizons

## [The ServiceOps Shakeout: Which Tools Still Matter?](https://blog.enterprisemanagement.com/the-serviceops-shakeout-which-tools-still-matter)

 Nov 3, 2026, 3:53:02 PM

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My first article in this series, [ServiceOps at the Point of Action: Redefining IT Service Management for Autonomous Operations](https://blog.enterprisemanagement.com/serviceops-at-the-point-of-action-redefining-it-service-management-for-autonomous-operations), ended with a question: Which ServiceOps technologies will remain essential, which face commoditization, and where will operational software value migrate as AI assumes greater responsibility for execution? The answer may depend less on which tools AI replaces than on how organizations rethink the work those tools support.

In an [October 2026 Harvard Business Review interview](https://hbr.org/podcast/2026/10/how-ai-is-changing-strategy-rethinking-what-your-business-is-designed-to-do), Wharton professor Ethan Mollick argued that organizations cannot realize AI's full potential simply by automating existing tasks. Automating individual tasks may improve productivity, but organizations will struggle to realize broader benefits if they leave existing workflows, responsibilities, and decision-making processes unchanged. That observation has significant implications for enterprise IT. AI may assume functions traditionally performed through management tools without eliminating the need for the tools themselves.

#### The Consolidation Paradox

For years, enterprise IT organizations have responded to increasing complexity by deploying specialized management tools. Each addresses particular operational requirements, but collectively these technologies often create fragmented information, overlapping functionality, and additional coordination work. Organizations increasingly recognize the problem. In our August 2026 Enterprise Management Associates (EMA) research report, [*The Reality of Observability Unification in Modern IT Operations*](https://www.enterprisemanagement.com/product/the-reality-of-observability-unification-in-modern-it-operations-2/\),), my colleague Shamus McGillicuddy and I surveyed 356 enterprise IT professionals directly involved in observability unification initiatives. Among these respondents, 97% considered observability unification important. Yet no surveyed organization had consolidated its monitoring and observability capabilities into a single tool. More than half (51.1%) reported using between six and twelve tools.

These findings reveal an important distinction. Organizations want unified operations, but that doesn’t necessarily mean they want — or can achieve — a single management platform. Specialized technologies continue to provide essential visibility across networks, applications, cloud infrastructure, digital experiences, and other operational domains. The challenge is connecting their capabilities without forcing operators to navigate disconnected systems.

This is where consolidation and commoditization intersect. As AI takes over routine functions shared by multiple management tools, those functions may become less differentiated. Organizations may then consolidate overlapping products or rely on broader platforms for common capabilities while retaining specialized technologies that provide unique operational intelligence or execution.

#### Which Capabilities Become More Valuable?

Still, consolidating overlapping functions does not eliminate the need for specialized operational capabilities. As AI increasingly coordinates information and actions across management systems, operators may no longer need to interact directly with every tool involved in resolving an incident. But reducing interaction with a tool doesn't eliminate the need for what that tool knows or does.

AI still requires accurate telemetry to recognize operational conditions, service and dependency information to understand business impact, and specialized technologies to execute changes safely. It also needs evidence to determine whether those actions actually improved service performance. The result is a shift in where software creates value.

Management technologies may increasingly differentiate themselves through operational intelligence, domain expertise, integration capabilities, and execution reliability rather than interfaces and workflow features alone. The most valuable tools may be those that supply essential context or execute critical actions behind an AI-enabled interface.

#### Unification Is Not the Same as Simplification

Our research also reveals the costs of fragmented tools. Forty-four percent of respondents identified integration and API complexity as a burden on engineering time, while about 41% reported that switching between tools slows incident investigation and response. These burdens extend well beyond software licensing. Organizations must maintain integrations, reconcile information, train personnel, and coordinate responses across technologies and teams.

AI may reduce this friction by retrieving information and coordinating actions across systems. But another intelligence or orchestration layer does not automatically eliminate complexity. As McGillicuddy and I concluded in the EMA Perspective section of our August report: “Organizations don't become more successful because they unify tools; they become more successful because observability unification enables shared operational context, ServiceOps, automation, and AI.”

Consolidation is a means, not an outcome. The objective is to improve how organizations understand operational conditions, coordinate decisions, execute responses, and deliver reliable services. Our research also found that organizations with stronger governance over observability strategy and tighter integration between observability and ITSM reported more mature operational capabilities. The implication is clear: AI works best when organizations establish the information, integration, and operational foundations necessary to support it.

#### The New Economics of ServiceOps

These changes raise important questions about the economics of enterprise management software. Capabilities centered on basic alert routing, repetitive workflow coordination, information aggregation, and dashboard presentation may face commoditization and consolidation pressures as AI incorporates these functions into broader operational workflows. Meanwhile, specialized observability, asset and configuration management, service mapping, and automation execution capabilities may become more valuable because they provide the data, context, and operational control that AI requires.

Some capabilities will become embedded within broader platforms. Others will remain specialized, accessible through common interfaces and AI-driven workflows. Neither outcome guarantees lower costs.

Organizations that eliminate redundant tools may reduce licensing and administrative overhead. However, organizations that retain fragmented data, brittle integrations, and unclear operational ownership may simply move complexity into a new layer of AI coordination, creating additional troubleshooting challenges and requiring continued human oversight. The more meaningful measure of consolidation success is whether organizations reduce operational effort, improve service reliability, and make better decisions with less friction. Mollick's broader observation applies here: Adding AI to an existing operating model is different from redesigning that model to take advantage of AI.

#### What's Next: Who Gives AI Permission to Act?

The ServiceOps shakeout will depend on which technologies continue to deliver differentiated intelligence, reliable execution, trusted context, and measurable service value. But as AI assumes more operational responsibility, another question becomes unavoidable: Who determines what AI is authorized to do, and who remains accountable when something goes wrong?

 Topics: [Automation](https://blog.enterprisemanagement.com/topic/automation) [ITSM](https://blog.enterprisemanagement.com/topic/itsm) [serviceops](https://blog.enterprisemanagement.com/topic/serviceops) [observability](https://blog.enterprisemanagement.com/topic/observability) [Agentic AI](https://blog.enterprisemanagement.com/topic/agentic-ai)

![Parker Hathcock](https://blog.enterprisemanagement.com/hs-fs/hubfs/Parker%20Hathcock.png?width=100&height=100&name=Parker%20Hathcock.png)

#### Written by [Parker Hathcock](https://blog.enterprisemanagement.com/author/parker-hathcock)

Parker leads the IT Service/Operations (ServiceOps) practice at EMA, focusing on the convergence of IT service management (ITSM), IT operations management (ITOM), IT asset management (ITAM), enterprise service management (ESM), business service management (BSM), and AIOps in ways that help enterprises align business objectives with technology strategies. With over a decade of senior-level experience in product marketing, competitive research, and analyst engagement, Parker led teams in enterprise information management, process automation, discovery, observability, and digital accessibility at top companies, including Dynatrace, Redwood Software, and others.

[\[fa icon="linkedin-square"\]](https://www.linkedin.com/in/parker-hathcock-marketing/)

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- [access (1)](https://blog.enterprisemanagement.com/tag/access)
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- [ai context layer (1)](https://blog.enterprisemanagement.com/tag/ai-context-layer)
- [ai dashboards (1)](https://blog.enterprisemanagement.com/tag/ai-dashboards)
- [ai token (1)](https://blog.enterprisemanagement.com/tag/ai-token)
- [and Compliance (GRC) (1)](https://blog.enterprisemanagement.com/tag/and-compliance-grc)
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- [artificial intelligence regulations (1)](https://blog.enterprisemanagement.com/tag/artificial-intelligence-regulations)
- [authentication (1)](https://blog.enterprisemanagement.com/tag/authentication)
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- [black hat 2023 (1)](https://blog.enterprisemanagement.com/tag/black-hat-2023)
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- [context layer (1)](https://blog.enterprisemanagement.com/tag/context-layer)
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- [network data (1)](https://blog.enterprisemanagement.com/tag/network-data)
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- [optics (1)](https://blog.enterprisemanagement.com/tag/optics)
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- [tariffs (1)](https://blog.enterprisemanagement.com/tag/tariffs)
- [techatthegap (1)](https://blog.enterprisemanagement.com/tag/techatthegap)
- [techlayoffs (1)](https://blog.enterprisemanagement.com/tag/techlayoffs)
- [technology silos (1)](https://blog.enterprisemanagement.com/tag/technology-silos)
- [threat detection (1)](https://blog.enterprisemanagement.com/tag/threat-detection)
- [threat detection solutions (1)](https://blog.enterprisemanagement.com/tag/threat-detection-solutions)
- [trends (1)](https://blog.enterprisemanagement.com/tag/trends)
- [vendor to watch (1)](https://blog.enterprisemanagement.com/tag/vendor-to-watch)
- [vibe coding (1)](https://blog.enterprisemanagement.com/tag/vibe-coding)
- [video conferencing (1)](https://blog.enterprisemanagement.com/tag/video-conferencing)
- [virtualization (1)](https://blog.enterprisemanagement.com/tag/virtualization)
- [wide-area networking (1)](https://blog.enterprisemanagement.com/tag/wide-area-networking)
- [workforce mobility (1)](https://blog.enterprisemanagement.com/tag/workforce-mobility)
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- [xdr (1)](https://blog.enterprisemanagement.com/tag/xdr)
- [zero day (1)](https://blog.enterprisemanagement.com/tag/zero-day)

see all

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