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Observability and AIOps Knowledge Gap Hinders Customer Experience Improvements

In today's digital landscape, providing a seamless customer experience (CX) has become a top priority for IT operations teams. They are increasingly turning to observability and AIOps to achieve this. However, a study conducted by ManageEngine — State of ITOM in 2023— found that organizations face several challenges while adopting both technologies.


The primary challenge with observability was a lack of understanding. More than 57% of the IT decision makers who responded stated that their organization was not fully familiar with the concept of observability.

Similarly, more than 65% of respondents said their organizations lacked a proper understanding of AIOps and its use cases.

Other common challenges include technical complexity, concerns about cost and return on investment, and lack of a clear implementation strategy.

Organizations thus run the risk of not deriving the full value of observability and AIOps if they don't address the knowledge gaps that exist currently.

Customer expectations today have skyrocketed, leaving no room for the possibility of the slightest downtime or service disruption. To stay ahead, IT teams must ditch siloed management and embrace ITOps solutions with advanced AI- and ML-powered observability, according to ManageEngine.

In fact, 62% of the respondents said that a unified ITOM solution with observability and AIOps functions would help them to proactively identify performance bottlenecks.

Survey Methodology: ManageEngine ran a survey polling more than 470 IT decision makers encompassing CIOs, CTOs, vice presidents, directors, IT administrators, IT managers, etc. to understand the state of ITOM in 2023. All the interviews were conducted using a rigorous, multi-level screening process to ensure that only eligible candidates were given the opportunity to participate.

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Observability and AIOps Knowledge Gap Hinders Customer Experience Improvements

In today's digital landscape, providing a seamless customer experience (CX) has become a top priority for IT operations teams. They are increasingly turning to observability and AIOps to achieve this. However, a study conducted by ManageEngine — State of ITOM in 2023— found that organizations face several challenges while adopting both technologies.


The primary challenge with observability was a lack of understanding. More than 57% of the IT decision makers who responded stated that their organization was not fully familiar with the concept of observability.

Similarly, more than 65% of respondents said their organizations lacked a proper understanding of AIOps and its use cases.

Other common challenges include technical complexity, concerns about cost and return on investment, and lack of a clear implementation strategy.

Organizations thus run the risk of not deriving the full value of observability and AIOps if they don't address the knowledge gaps that exist currently.

Customer expectations today have skyrocketed, leaving no room for the possibility of the slightest downtime or service disruption. To stay ahead, IT teams must ditch siloed management and embrace ITOps solutions with advanced AI- and ML-powered observability, according to ManageEngine.

In fact, 62% of the respondents said that a unified ITOM solution with observability and AIOps functions would help them to proactively identify performance bottlenecks.

Survey Methodology: ManageEngine ran a survey polling more than 470 IT decision makers encompassing CIOs, CTOs, vice presidents, directors, IT administrators, IT managers, etc. to understand the state of ITOM in 2023. All the interviews were conducted using a rigorous, multi-level screening process to ensure that only eligible candidates were given the opportunity to participate.

Hot Topics

The Latest

Businesses that face downtime or outages risk financial and reputational damage, as well as reducing partner, shareholder, and customer trust. One of the major challenges that enterprises face is implementing a robust business continuity plan. What's the solution? The answer may lie in disaster recovery tactics such as truly immutable storage and regular disaster recovery testing ...

IT spending is expected to jump nearly 10% in 2025, and organizations are now facing pressure to manage costs without slowing down critical functions like observability. To meet the challenge, leaders are turning to smarter, more cost effective business strategies. Enter stage right: OpenTelemetry, the missing piece of the puzzle that is no longer just an option but rather a strategic advantage ...

Amidst the threat of cyberhacks and data breaches, companies install several security measures to keep their business safely afloat. These measures aim to protect businesses, employees, and crucial data. Yet, employees perceive them as burdensome. Frustrated with complex logins, slow access, and constant security checks, workers decide to completely bypass all security set-ups ...

Image
Cloudbrink's Personal SASE services provide last-mile acceleration and reduction in latency

In MEAN TIME TO INSIGHT Episode 13, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA discusses hybrid multi-cloud networking strategy ... 

In high-traffic environments, the sheer volume and unpredictable nature of network incidents can quickly overwhelm even the most skilled teams, hindering their ability to react swiftly and effectively, potentially impacting service availability and overall business performance. This is where closed-loop remediation comes into the picture: an IT management concept designed to address the escalating complexity of modern networks ...

In 2025, enterprise workflows are undergoing a seismic shift. Propelled by breakthroughs in generative AI (GenAI), large language models (LLMs), and natural language processing (NLP), a new paradigm is emerging — agentic AI. This technology is not just automating tasks; it's reimagining how organizations make decisions, engage customers, and operate at scale ...

In the early days of the cloud revolution, business leaders perceived cloud services as a means of sidelining IT organizations. IT was too slow, too expensive, or incapable of supporting new technologies. With a team of developers, line of business managers could deploy new applications and services in the cloud. IT has been fighting to retake control ever since. Today, IT is back in the driver's seat, according to new research by Enterprise Management Associates (EMA) ...

In today's fast-paced and increasingly complex network environments, Network Operations Centers (NOCs) are the backbone of ensuring continuous uptime, smooth service delivery, and rapid issue resolution. However, the challenges faced by NOC teams are only growing. In a recent study, 78% state network complexity has grown significantly over the last few years while 84% regularly learn about network issues from users. It is imperative we adopt a new approach to managing today's network experiences ...

Image
Broadcom

From growing reliance on FinOps teams to the increasing attention on artificial intelligence (AI), and software licensing, the Flexera 2025 State of the Cloud Report digs into how organizations are improving cloud spend efficiency, while tackling the complexities of emerging technologies ...

Today, organizations are generating and processing more data than ever before. From training AI models to running complex analytics, massive datasets have become the backbone of innovation. However, as businesses embrace the cloud for its scalability and flexibility, a new challenge arises: managing the soaring costs of storing and processing this data ...