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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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Efficiency is a highly-desirable objective in business ... We're seeing this scenario play out in enterprises around the world as they continue to struggle with infrastructures and remote work models with an eye toward operational efficiencies. In contrast to that goal, a recent Broadcom survey of global IT and network professionals found widespread adoption of these strategies is making the network more complex and hampering observability, leading to uptime, performance and security issues. Let's look more closely at these challenges ...

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The 2025 Catchpoint SRE Report dives into the forces transforming the SRE landscape, exploring both the challenges and opportunities ahead. Let's break down the key findings and what they mean for SRE professionals and the businesses relying on them ...

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The pressure on IT teams has never been greater. As data environments grow increasingly complex, resource shortages are emerging as a major obstacle for IT leaders striving to meet the demands of modern infrastructure management ... According to DataStrike's newly released 2025 Data Infrastructure Survey Report, more than half (54%) of IT leaders cite resource limitations as a top challenge, highlighting a growing trend toward outsourcing as a solution ...

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Gartner revealed its top strategic predictions for 2025 and beyond. Gartner's top predictions explore how generative AI (GenAI) is affecting areas where most would assume only humans can have lasting impact ...