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What's Goin' On? Identifying and Fixing Data Blind Spots

James Gillies

A major IT problem for multinationals and small organizations alike is the proliferation of data blind spots, a result of the increasing divergence among IT platforms (cloud, hosted, virtualized, PC, etc.). Most departments within organizations are affected, including technical, financial, legal, compliance and security, as well as external stakeholders.

Recent advances in end-point monitoring are going in the direction of precise user experience measurement as opposed to conventional performance/machine-level monitoring. Knowing that systems are up and running is not the same as knowing that users are getting efficient use of them. These two elements generate data streams revealing distinct realities; while an enterprise's APM tools may indicate that specific applications are humming right along, it may not reveal frequent, frustrating wait times and access problems encountered across much of internal users' usage time.

Efficiently solving this problem requires a system-wide view – across all physical, virtual or hosted platforms, that details the difficulties bedeviling each end user (i.e., employee) or group of users. Scalability also mandates that such a solution be easily deployed and have a negligible footprint – meaning that it does not itself contribute to delays. Most importantly, the data produced must be of high-quality and readily attributable.

A lightweight solution that integrates easily with existing systems, requires no reconfiguration or added equipment and keeps data within an organization’s control yields the best results while raising the fewest concerns, for all the reasons mentioned. In fact, that last issue of data control, is a significant consideration influencing buying decisions in enterprises that are under increasing pressure to avoid all unnecessary routes by which data may travel out of its protective control.

Workforce productivity and morale are concerns that reinforce the increasing urgency of obtaining end user experience data at scale, enabling better and faster decisions, whether related to security, compliance or efficiency. Every enterprise wants to detect and mitigate risks associated with internal IT usage. Yet in anticipating these situations, managers must be cognizant of the sensitivities of employees concerned about unnecessary intrusions on privacy. Such solutions should allow flexibility, providing management the ability to select what data is collected. Having privacy filters that shield employees’ identities can be a morale booster, aligning loyal employees with adept managers in protecting the enterprise.

The goal is not to win the argument over IT's effectiveness but to make it unnecessary through objective, real-time, system-wide reporting of user experience data – at scale. Achieving this level of visibility enables many key enterprise goals; it begins with finding and fixing the data blind spots and empowers faster and better decisions.

James Gillies is Head of Technical at Logfiller .

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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 ...

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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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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) ...

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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 ...

What's Goin' On? Identifying and Fixing Data Blind Spots

James Gillies

A major IT problem for multinationals and small organizations alike is the proliferation of data blind spots, a result of the increasing divergence among IT platforms (cloud, hosted, virtualized, PC, etc.). Most departments within organizations are affected, including technical, financial, legal, compliance and security, as well as external stakeholders.

Recent advances in end-point monitoring are going in the direction of precise user experience measurement as opposed to conventional performance/machine-level monitoring. Knowing that systems are up and running is not the same as knowing that users are getting efficient use of them. These two elements generate data streams revealing distinct realities; while an enterprise's APM tools may indicate that specific applications are humming right along, it may not reveal frequent, frustrating wait times and access problems encountered across much of internal users' usage time.

Efficiently solving this problem requires a system-wide view – across all physical, virtual or hosted platforms, that details the difficulties bedeviling each end user (i.e., employee) or group of users. Scalability also mandates that such a solution be easily deployed and have a negligible footprint – meaning that it does not itself contribute to delays. Most importantly, the data produced must be of high-quality and readily attributable.

A lightweight solution that integrates easily with existing systems, requires no reconfiguration or added equipment and keeps data within an organization’s control yields the best results while raising the fewest concerns, for all the reasons mentioned. In fact, that last issue of data control, is a significant consideration influencing buying decisions in enterprises that are under increasing pressure to avoid all unnecessary routes by which data may travel out of its protective control.

Workforce productivity and morale are concerns that reinforce the increasing urgency of obtaining end user experience data at scale, enabling better and faster decisions, whether related to security, compliance or efficiency. Every enterprise wants to detect and mitigate risks associated with internal IT usage. Yet in anticipating these situations, managers must be cognizant of the sensitivities of employees concerned about unnecessary intrusions on privacy. Such solutions should allow flexibility, providing management the ability to select what data is collected. Having privacy filters that shield employees’ identities can be a morale booster, aligning loyal employees with adept managers in protecting the enterprise.

The goal is not to win the argument over IT's effectiveness but to make it unnecessary through objective, real-time, system-wide reporting of user experience data – at scale. Achieving this level of visibility enables many key enterprise goals; it begins with finding and fixing the data blind spots and empowers faster and better decisions.

James Gillies is Head of Technical at Logfiller .

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 ...

Image
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 ...