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30 Ways APM Should Evolve - Part 3

APMdigest asked the top minds in the industry what they feel is the most important way Application Performance Management (APM) tools must evolve. The recommendations on this list provide a rare look into the long-term future of APM technology. Part 3 covers the expanding scope of APM tools.

Start with 30 Ways APM Should Evolve - Part 1

Start with 30 Ways APM Should Evolve - Part 2

11. VISIBILITY ACROSS THE APPLICATION DELIVERY CHAIN

APM must evolve from being a tactical solution for a single pain point into a strategic enterprise-wide category that spans the entire application delivery chain to provide end-to-end monitoring and management analytics that ensure user experience. Next to database, no software is more strategic to the organization than an APM solution with these advanced capabilities. To increase their strategic value to customers, APM vendors should provide tight integration of monitoring data to facilitate analytics and break down silos.
Gabe Lowy
Technology Analyst and Founder of TechTonics Advisors

APM must evolve from being a point function based application, server, or network infrastructure tool to one that looks at the end-to-end application delivery performance characteristics. This means client rendering, network, datacenter infrastructure, application, and security must all be holistically and heuristically incorporated to deliver meaningful and actionable analytics.
Frank Yue
Director of Application Delivery Solutions, Radware

Tomorrow's APM will, by necessity be less introspective. A switch from focusing on application health, to user experience, from instrumentation, to analysis, and finally a grudging acknowledgment from the APM vendors that the application itself is only one part of the delivery ecosystem.
Richard Whitehead
Chief Evangelist, Moogsoft

12. VISIBILITY ACROSS ALL APPLICATIONS

As users switch between smartphones, tablets, and PCs in today's converged IT environments, the requirements for End User Experience Monitoring are greatly expanded. APM tools must evolve from use cases addressing monitoring and troubleshooting specific apps to also include service level management, change management, and business analytics for every app used by the workforce on any of the devices on which they rely throughout their day.
Mike Marks
Chief Product Evangelist, Aternity

Customers want response time and throughput instrumentation for all of their applications. All means the ones that they purchased as well as they ones that they built. But the APM vendors do not offer solutions that address the entire application estate at a price that enterprises are willing to pay. APM must evolve to address a broader set of applications at prices that enterprises are willing to pay. However, once APM evolves to meet the above challenge, the question of how to integrate these streams of APM data with infrastructure data in a useful manner must be addressed.
Bernd Harzog
CEO, OpsDataStore

In some senses APM has moved forward and in some it has moved backwards. Recent focus has been on ease of use and immediate implementation. However, this led to major compromises in terms of the level of detail and granularity that tools are gathering and the complete visibility they can bring. There are still black holes that APM is not addressing, and in any medium-large enterprises, most applications are still not monitored at the level that APM can provide. The future must address both requirements related to ease of use and visibility into all types of applications, new or old.
Lanir Shacham
Founder & CEO, Correlsense

13. INFRASTRUCTURE VISIBILITY

APM must evolve to have a more complete view of the application and the infrastructure it runs on. This is especially true as applications and workloads move to the cloud. Having a converged application and infrastructure view that includes the end user perspective is key.
Bill Berutti
President of the Cloud, Data Center and Performance Businesses at BMC Software

APM solutions alone are inadequate in that they are generally infrastructure unaware. While IT operations teams may not control all the siloed assets services run on, they still need to gain granular visibility into the performance of all functional components in order to drive attainment of business outcomes tied to metric-based service levels. Move away from siloed operations and work together with all IT operations teams and you'll improve the mean time to restore services.
Atchison Frazer
CMO, Xangati

APM tools must look beyond the limited view of end-user transaction performance. A customer's service experience consists of simultaneous interactions with an increasingly complex orchestration of digital resources. These resources have dependencies that live in various form factors and may fall outside the scope of traditional APM. Integrating broader analytics from IT Infrastructure Monitoring can complete the service picture.
Antonio Piraino
CTO, ScienceLogic

The APM solutions ecosystem must evolve to become more open, enabling easier integration with point products to ensure proper coverage for multi-platform applications. This is important because complex mobile/web applications are increasingly dependent on back-end mainframe databases. For example, there are tools enabling drill-down analysis for mainframe environments, identifying how code-level problems impact application performance. But this analysis is more helpful if provided in the context of a specific transaction, especially for transactional applications where bottlenecks can impact the end-user experience. This is just one example of the benefits that can occur when APM solutions interconnect across platforms.
Spencer Hallman
Product Manager, Compuware

14. VISIBILITY ACROSS HYBRID IT ENVIRONMENT

One of the biggest changes happening in IT environments today is the adoption and migration to cloud services. However, not every IT service is being migrated. In fact, a recent SolarWinds survey found that while almost all organizations have migrated at least some applications and other infrastructure to the cloud, the majority of IT pros also say their departments will never transition everything off-premises. As such, APM tools must evolve to surface a single point of truth for application performance across both on-premises and the cloud. The normalization of metrics, alerts and events collected from applications, regardless of their service provider, is quickly becoming an absolute necessity for IT departments tasked with ensuring Quality-of-Service objectives while optimizing their approach to remediation, troubleshooting and optimization."
Kong Yang
Head Geek, SolarWinds

15. SINGLE PANE OF GLASS

The relationship between application and infrastructure is critical. We believe both must be monitored, that there is now either/or. As both infrastructure and applications have changed through virtualization and cloud, so has the way we need to be able to monitor both, individually and collectively. The most important way to move application monitoring forward is to give administrators the tools they need to monitor physical, virtual and cloud infrastructures, as well as applications. In an ideal world, administrators are able to do this through one tool, gaining insight into both application and infrastructure performance through a single pane of glass.
Dirk Paessler
CEO, Paessler AG

From our vantage point, the X factor in application performance management is the normalization of hybrid IT. Four fifths of enterprises have implemented hybrid IT and are not looking back. But two thirds say they are in the dark when it comes to single pane of glass performance monitoring and diagnostics of the entire infrastructure spread over on-prem physical, private-cloud and public-cloud domains. If you don't have that, say goodbye to real-time management and troubleshooting.
Steve Brown
Director of Enterprise Solutions, Viavi

In the software-defined era, organizations have a laundry list of application providers to choose from. This multi-sourced model allows decision makers to select best-of-breed tools for each integration. This model also leads to fragmentation, which makes solving problems more complex and time consuming, not to mention demoralizing for people across teams. APM tools won't be able to provide a bird's-eye view of an organization's integration environment, but they must integrate with other tools that can provide the governance and standards needed for IT operations teams to have one source of truth when things are breaking.
Tim Armandpour
VP of Engineering, PagerDuty

Read 30 Ways APM Should Evolve - Part 4, covering the end user experience.

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Every digital customer interaction, every cloud deployment, and every AI model depends on the same foundation: the ability to see, understand, and act on data in real time ... Recent data from Splunk confirms that 74% of the business leaders believe observability is essential to monitoring critical business processes, and 66% feel it's key to understanding user journeys. Because while the unknown is inevitable, observability makes it manageable. Let's explore why ...

Organizations that perform regular audits and assessments of AI system performance and compliance are over three times more likely to achieve high GenAI value than organizations that do not, according to a survey by Gartner ...

Kubernetes has become the backbone of cloud infrastructure, but it's also one of its biggest cost drivers. Recent research shows that 98% of senior IT leaders say Kubernetes now drives cloud spend, yet 91% still can't optimize it effectively. After years of adoption, most organizations have moved past discovery. They know container sprawl, idle resources and reactive scaling inflate costs. What they don't know is how to fix it ...

Artificial intelligence is no longer a future investment. It's already embedded in how we work — whether through copilots in productivity apps, real-time transcription tools in meetings, or machine learning models fueling analytics and personalization. But while enterprise adoption accelerates, there's one critical area many leaders have yet to examine: Can your network actually support AI at the speed your users expect? ...

The more technology businesses invest in, the more potential attack surfaces they have that can be exploited. Without the right continuity plans in place, the disruptions caused by these attacks can bring operations to a standstill and cause irreparable damage to an organization. It's essential to take the time now to ensure your business has the right tools, processes, and recovery initiatives in place to weather any type of IT disaster that comes up. Here are some effective strategies you can follow to achieve this ...

In today's fast-paced AI landscape, CIOs, IT leaders, and engineers are constantly challenged to manage increasingly complex and interconnected systems. The sheer scale and velocity of data generated by modern infrastructure can be overwhelming, making it difficult to maintain uptime, prevent outages, and create a seamless customer experience. This complexity is magnified by the industry's shift towards agentic AI ...

In MEAN TIME TO INSIGHT Episode 19, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA explains the cause of the AWS outage in October ... 

The explosion of generative AI and machine learning capabilities has fundamentally changed the conversation around cloud migration. It's no longer just about modernization or cost savings — it's about being able to compete in a market where AI is rapidly becoming table stakes. Companies that can't quickly spin up AI workloads, feed models with data at scale, or experiment with new capabilities are falling behind faster than ever before. But here's what I'm seeing: many organizations want to capitalize on AI, but they're stuck ...

On September 16, the world celebrated the 10th annual IT Pro Day, giving companies a chance to laud the professionals who serve as the backbone to almost every successful business across the globe. Despite the growing importance of their roles, many IT pros still work in the background and often go underappreciated ...

Artificial Intelligence (AI) is reshaping observability, and observability is becoming essential for AI. This is a two-way relationship that is increasingly relevant as enterprises scale generative AI ... This dual role makes AI and observability inseparable. In this blog, I cover more details of each side ...

30 Ways APM Should Evolve - Part 3

APMdigest asked the top minds in the industry what they feel is the most important way Application Performance Management (APM) tools must evolve. The recommendations on this list provide a rare look into the long-term future of APM technology. Part 3 covers the expanding scope of APM tools.

Start with 30 Ways APM Should Evolve - Part 1

Start with 30 Ways APM Should Evolve - Part 2

11. VISIBILITY ACROSS THE APPLICATION DELIVERY CHAIN

APM must evolve from being a tactical solution for a single pain point into a strategic enterprise-wide category that spans the entire application delivery chain to provide end-to-end monitoring and management analytics that ensure user experience. Next to database, no software is more strategic to the organization than an APM solution with these advanced capabilities. To increase their strategic value to customers, APM vendors should provide tight integration of monitoring data to facilitate analytics and break down silos.
Gabe Lowy
Technology Analyst and Founder of TechTonics Advisors

APM must evolve from being a point function based application, server, or network infrastructure tool to one that looks at the end-to-end application delivery performance characteristics. This means client rendering, network, datacenter infrastructure, application, and security must all be holistically and heuristically incorporated to deliver meaningful and actionable analytics.
Frank Yue
Director of Application Delivery Solutions, Radware

Tomorrow's APM will, by necessity be less introspective. A switch from focusing on application health, to user experience, from instrumentation, to analysis, and finally a grudging acknowledgment from the APM vendors that the application itself is only one part of the delivery ecosystem.
Richard Whitehead
Chief Evangelist, Moogsoft

12. VISIBILITY ACROSS ALL APPLICATIONS

As users switch between smartphones, tablets, and PCs in today's converged IT environments, the requirements for End User Experience Monitoring are greatly expanded. APM tools must evolve from use cases addressing monitoring and troubleshooting specific apps to also include service level management, change management, and business analytics for every app used by the workforce on any of the devices on which they rely throughout their day.
Mike Marks
Chief Product Evangelist, Aternity

Customers want response time and throughput instrumentation for all of their applications. All means the ones that they purchased as well as they ones that they built. But the APM vendors do not offer solutions that address the entire application estate at a price that enterprises are willing to pay. APM must evolve to address a broader set of applications at prices that enterprises are willing to pay. However, once APM evolves to meet the above challenge, the question of how to integrate these streams of APM data with infrastructure data in a useful manner must be addressed.
Bernd Harzog
CEO, OpsDataStore

In some senses APM has moved forward and in some it has moved backwards. Recent focus has been on ease of use and immediate implementation. However, this led to major compromises in terms of the level of detail and granularity that tools are gathering and the complete visibility they can bring. There are still black holes that APM is not addressing, and in any medium-large enterprises, most applications are still not monitored at the level that APM can provide. The future must address both requirements related to ease of use and visibility into all types of applications, new or old.
Lanir Shacham
Founder & CEO, Correlsense

13. INFRASTRUCTURE VISIBILITY

APM must evolve to have a more complete view of the application and the infrastructure it runs on. This is especially true as applications and workloads move to the cloud. Having a converged application and infrastructure view that includes the end user perspective is key.
Bill Berutti
President of the Cloud, Data Center and Performance Businesses at BMC Software

APM solutions alone are inadequate in that they are generally infrastructure unaware. While IT operations teams may not control all the siloed assets services run on, they still need to gain granular visibility into the performance of all functional components in order to drive attainment of business outcomes tied to metric-based service levels. Move away from siloed operations and work together with all IT operations teams and you'll improve the mean time to restore services.
Atchison Frazer
CMO, Xangati

APM tools must look beyond the limited view of end-user transaction performance. A customer's service experience consists of simultaneous interactions with an increasingly complex orchestration of digital resources. These resources have dependencies that live in various form factors and may fall outside the scope of traditional APM. Integrating broader analytics from IT Infrastructure Monitoring can complete the service picture.
Antonio Piraino
CTO, ScienceLogic

The APM solutions ecosystem must evolve to become more open, enabling easier integration with point products to ensure proper coverage for multi-platform applications. This is important because complex mobile/web applications are increasingly dependent on back-end mainframe databases. For example, there are tools enabling drill-down analysis for mainframe environments, identifying how code-level problems impact application performance. But this analysis is more helpful if provided in the context of a specific transaction, especially for transactional applications where bottlenecks can impact the end-user experience. This is just one example of the benefits that can occur when APM solutions interconnect across platforms.
Spencer Hallman
Product Manager, Compuware

14. VISIBILITY ACROSS HYBRID IT ENVIRONMENT

One of the biggest changes happening in IT environments today is the adoption and migration to cloud services. However, not every IT service is being migrated. In fact, a recent SolarWinds survey found that while almost all organizations have migrated at least some applications and other infrastructure to the cloud, the majority of IT pros also say their departments will never transition everything off-premises. As such, APM tools must evolve to surface a single point of truth for application performance across both on-premises and the cloud. The normalization of metrics, alerts and events collected from applications, regardless of their service provider, is quickly becoming an absolute necessity for IT departments tasked with ensuring Quality-of-Service objectives while optimizing their approach to remediation, troubleshooting and optimization."
Kong Yang
Head Geek, SolarWinds

15. SINGLE PANE OF GLASS

The relationship between application and infrastructure is critical. We believe both must be monitored, that there is now either/or. As both infrastructure and applications have changed through virtualization and cloud, so has the way we need to be able to monitor both, individually and collectively. The most important way to move application monitoring forward is to give administrators the tools they need to monitor physical, virtual and cloud infrastructures, as well as applications. In an ideal world, administrators are able to do this through one tool, gaining insight into both application and infrastructure performance through a single pane of glass.
Dirk Paessler
CEO, Paessler AG

From our vantage point, the X factor in application performance management is the normalization of hybrid IT. Four fifths of enterprises have implemented hybrid IT and are not looking back. But two thirds say they are in the dark when it comes to single pane of glass performance monitoring and diagnostics of the entire infrastructure spread over on-prem physical, private-cloud and public-cloud domains. If you don't have that, say goodbye to real-time management and troubleshooting.
Steve Brown
Director of Enterprise Solutions, Viavi

In the software-defined era, organizations have a laundry list of application providers to choose from. This multi-sourced model allows decision makers to select best-of-breed tools for each integration. This model also leads to fragmentation, which makes solving problems more complex and time consuming, not to mention demoralizing for people across teams. APM tools won't be able to provide a bird's-eye view of an organization's integration environment, but they must integrate with other tools that can provide the governance and standards needed for IT operations teams to have one source of truth when things are breaking.
Tim Armandpour
VP of Engineering, PagerDuty

Read 30 Ways APM Should Evolve - Part 4, covering the end user experience.

Hot Topics

The Latest

Every digital customer interaction, every cloud deployment, and every AI model depends on the same foundation: the ability to see, understand, and act on data in real time ... Recent data from Splunk confirms that 74% of the business leaders believe observability is essential to monitoring critical business processes, and 66% feel it's key to understanding user journeys. Because while the unknown is inevitable, observability makes it manageable. Let's explore why ...

Organizations that perform regular audits and assessments of AI system performance and compliance are over three times more likely to achieve high GenAI value than organizations that do not, according to a survey by Gartner ...

Kubernetes has become the backbone of cloud infrastructure, but it's also one of its biggest cost drivers. Recent research shows that 98% of senior IT leaders say Kubernetes now drives cloud spend, yet 91% still can't optimize it effectively. After years of adoption, most organizations have moved past discovery. They know container sprawl, idle resources and reactive scaling inflate costs. What they don't know is how to fix it ...

Artificial intelligence is no longer a future investment. It's already embedded in how we work — whether through copilots in productivity apps, real-time transcription tools in meetings, or machine learning models fueling analytics and personalization. But while enterprise adoption accelerates, there's one critical area many leaders have yet to examine: Can your network actually support AI at the speed your users expect? ...

The more technology businesses invest in, the more potential attack surfaces they have that can be exploited. Without the right continuity plans in place, the disruptions caused by these attacks can bring operations to a standstill and cause irreparable damage to an organization. It's essential to take the time now to ensure your business has the right tools, processes, and recovery initiatives in place to weather any type of IT disaster that comes up. Here are some effective strategies you can follow to achieve this ...

In today's fast-paced AI landscape, CIOs, IT leaders, and engineers are constantly challenged to manage increasingly complex and interconnected systems. The sheer scale and velocity of data generated by modern infrastructure can be overwhelming, making it difficult to maintain uptime, prevent outages, and create a seamless customer experience. This complexity is magnified by the industry's shift towards agentic AI ...

In MEAN TIME TO INSIGHT Episode 19, Shamus McGillicuddy, VP of Research, Network Infrastructure and Operations, at EMA explains the cause of the AWS outage in October ... 

The explosion of generative AI and machine learning capabilities has fundamentally changed the conversation around cloud migration. It's no longer just about modernization or cost savings — it's about being able to compete in a market where AI is rapidly becoming table stakes. Companies that can't quickly spin up AI workloads, feed models with data at scale, or experiment with new capabilities are falling behind faster than ever before. But here's what I'm seeing: many organizations want to capitalize on AI, but they're stuck ...

On September 16, the world celebrated the 10th annual IT Pro Day, giving companies a chance to laud the professionals who serve as the backbone to almost every successful business across the globe. Despite the growing importance of their roles, many IT pros still work in the background and often go underappreciated ...

Artificial Intelligence (AI) is reshaping observability, and observability is becoming essential for AI. This is a two-way relationship that is increasingly relevant as enterprises scale generative AI ... This dual role makes AI and observability inseparable. In this blog, I cover more details of each side ...