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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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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 ...

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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

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...

In March, New Relic published the State of Observability for Media and Entertainment Report to share insights, data, and analysis into the adoption and business value of observability across the media and entertainment industry. Here are six key takeaways from the report ...

Regardless of their scale, business decisions often take time, effort, and a lot of back-and-forth discussion to reach any sort of actionable conclusion ... Any means of streamlining this process and getting from complex problems to optimal solutions more efficiently and reliably is key. How can organizations optimize their decision-making to save time and reduce excess effort from those involved? ...

As enterprises accelerate their cloud adoption strategies, CIOs are routinely exceeding their cloud budgets — a concern that's about to face additional pressure from an unexpected direction: uncertainty over semiconductor tariffs. The CIO Cloud Trends Survey & Report from Azul reveals the extent continued cloud investment despite cost overruns, and how organizations are attempting to bring spending under control ...

Image
Azul

According to Auvik's 2025 IT Trends Report, 60% of IT professionals feel at least moderately burned out on the job, with 43% stating that their workload is contributing to work stress. At the same time, many IT professionals are naming AI and machine learning as key areas they'd most like to upskill ...

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 ...