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Progressing Expectations in Advanced IT Analytics: How the Industry is Still Getting it Wrong - Part 1

Dennis Drogseth

New EMA research is just in on advanced IT analytics (AIA) and the results are telling. I'll be giving a webinar on April 13 with much more detail and insight than I can present here, but in this 2-part blog I wanted to share a few highlights — and a few opinions about the data — in advance.

We spoke to 250 respondents,100 in Europe and 150 in North America. Company size was 500 and above, and all respondents had some active levels of participation in AIA, including many roles across IT, a strong executive presence and a meaningful percentage of business stakeholders.

We could compare the results with earlier research in 2014 and there are some areas of marked advancement, and other data points that have remained surprisingly consistent. This year we focused ONLY on actual deployments, and we targeted two specific use cases:

■ Performance and availability analytics

■ Change and capacity/optimization analytics

However, we did ask proactively about security-driven analytics, which have become more and more intertwined with performance and change.

Rather than forcing a template of technologies or data sources on our respondents, our exploratory research let the "real world" of active AIA deployments define itself.

Here's Some of What We Learned

Maybe the biggest single surprise was that 100% of our respondents were using AIA for performance. Of these 60% were also using AIA for change management or capacity/optimization. What this indicates, of course, is that performance and availability are mainstream use-cases, a place to begin. Change management and capacity/optimization are next-step initiatives with generally more AIA technologies and more data sources, but, interestingly, slightly lower success rates.

Just a few other highlights are:

■ IT respondents wanted AIA coverage for more than 7 domains, 4 triage options, support and 4.5 business impact metrics.

■ In 2016 the average number of roles (domain, cross-domain and business) supported by AIA is 11 compared to 9 roles in 2014.

■ IT respondents seek to invest in nearly 4 distinct analytic technologies as a part of their AIA initiatives, and draw from 5 different types of data sources. The top analytic choices were process analytics and anomaly detection. The top two data sources were security information and event management (SIEM) and the Internet of Things (IoT). Both of these priorities were different from 2014 and suggest a yet broader use case focus with increasing interest on business alignment.

■ Respondents want to integrate about 15 monitoring or other third-party tool sources into an AIA investment.

■ The average respondent indicated about four unique benefits achieved via AIA. The top three were more efficient use of cloud resources, more efficient use of storage, and faster time to repair problems.

Progressing Expectations in Advanced IT Analytics: How the Industry is Still Getting it Wrong - Part 2

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Progressing Expectations in Advanced IT Analytics: How the Industry is Still Getting it Wrong - Part 1

Dennis Drogseth

New EMA research is just in on advanced IT analytics (AIA) and the results are telling. I'll be giving a webinar on April 13 with much more detail and insight than I can present here, but in this 2-part blog I wanted to share a few highlights — and a few opinions about the data — in advance.

We spoke to 250 respondents,100 in Europe and 150 in North America. Company size was 500 and above, and all respondents had some active levels of participation in AIA, including many roles across IT, a strong executive presence and a meaningful percentage of business stakeholders.

We could compare the results with earlier research in 2014 and there are some areas of marked advancement, and other data points that have remained surprisingly consistent. This year we focused ONLY on actual deployments, and we targeted two specific use cases:

■ Performance and availability analytics

■ Change and capacity/optimization analytics

However, we did ask proactively about security-driven analytics, which have become more and more intertwined with performance and change.

Rather than forcing a template of technologies or data sources on our respondents, our exploratory research let the "real world" of active AIA deployments define itself.

Here's Some of What We Learned

Maybe the biggest single surprise was that 100% of our respondents were using AIA for performance. Of these 60% were also using AIA for change management or capacity/optimization. What this indicates, of course, is that performance and availability are mainstream use-cases, a place to begin. Change management and capacity/optimization are next-step initiatives with generally more AIA technologies and more data sources, but, interestingly, slightly lower success rates.

Just a few other highlights are:

■ IT respondents wanted AIA coverage for more than 7 domains, 4 triage options, support and 4.5 business impact metrics.

■ In 2016 the average number of roles (domain, cross-domain and business) supported by AIA is 11 compared to 9 roles in 2014.

■ IT respondents seek to invest in nearly 4 distinct analytic technologies as a part of their AIA initiatives, and draw from 5 different types of data sources. The top analytic choices were process analytics and anomaly detection. The top two data sources were security information and event management (SIEM) and the Internet of Things (IoT). Both of these priorities were different from 2014 and suggest a yet broader use case focus with increasing interest on business alignment.

■ Respondents want to integrate about 15 monitoring or other third-party tool sources into an AIA investment.

■ The average respondent indicated about four unique benefits achieved via AIA. The top three were more efficient use of cloud resources, more efficient use of storage, and faster time to repair problems.

Progressing Expectations in Advanced IT Analytics: How the Industry is Still Getting it Wrong - Part 2

Hot Topics

The Latest

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 ... 

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 ...

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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 ...