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ITOA 2015 Predictions: Blended Analytics With a Focus on Change

Sasha Gilenson

With IT operations becoming even more agile and business demands growing at a blinding pace, IT organizations will need to adapt even more to support and manage fast changing business requirements. A solution is automation, and IT Operations Analytics (ITOA) becoming an integral part of IT automation.

However, today’s ITOA tools still focus on silo subsets of data, requiring extensive manual effort to correlate data coming from diverse sources. So to eliminate blind spots, IT Operations will need analytics tools that provide end-to-end visibility into the entire scope of operational data, intelligently correlating data produced by multiple systems across IT silos and generating accurate insights pointing to events and activities that can potentially lead to issues.

I expect to see a new generation of IT operations analytics tools, based on blended analytics that can more proactively detect anomalies, predict outages, provide deep diagnostics and resolve issues within a real-time business context. By correlating various silo-sourced data (log, performance, configurations, security etc.), the next generation of IT Operations Analytics tools will be better positioned to sift through terabytes of operations data in real time, spotting and presenting issues to users in a more understandable context.

Furthermore, with change being one of the primary sources of operational issues, blending multiple sources of data with a top-down analysis focused on change will be much more effective, offering quick access to actual and potential root causes, raising the level of automation necessary for managing complex and dynamic environments.

Sasha Gilenson is the Founder and CEO of Evolven Software.

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ITOA 2015 Predictions: Blended Analytics With a Focus on Change

Sasha Gilenson

With IT operations becoming even more agile and business demands growing at a blinding pace, IT organizations will need to adapt even more to support and manage fast changing business requirements. A solution is automation, and IT Operations Analytics (ITOA) becoming an integral part of IT automation.

However, today’s ITOA tools still focus on silo subsets of data, requiring extensive manual effort to correlate data coming from diverse sources. So to eliminate blind spots, IT Operations will need analytics tools that provide end-to-end visibility into the entire scope of operational data, intelligently correlating data produced by multiple systems across IT silos and generating accurate insights pointing to events and activities that can potentially lead to issues.

I expect to see a new generation of IT operations analytics tools, based on blended analytics that can more proactively detect anomalies, predict outages, provide deep diagnostics and resolve issues within a real-time business context. By correlating various silo-sourced data (log, performance, configurations, security etc.), the next generation of IT Operations Analytics tools will be better positioned to sift through terabytes of operations data in real time, spotting and presenting issues to users in a more understandable context.

Furthermore, with change being one of the primary sources of operational issues, blending multiple sources of data with a top-down analysis focused on change will be much more effective, offering quick access to actual and potential root causes, raising the level of automation necessary for managing complex and dynamic environments.

Sasha Gilenson is the Founder and CEO of Evolven Software.

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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 ...

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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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