AIOps

January 10, 2023

As recent research uncovered, IT leaders invest in a lot of single-domain monitoring tools. In fact, teams rely on an average of 16 monitoring tools — and up to 40 — according to the Moogsoft State of Availability Report. Despite this heavy investment, teams are not achieving positive availability outcomes ...

January 05, 2023

There are two words that strike fear in every IT professional: "unplanned outage." These come with a steep price tag: A recent report, The Modern IT Outage: Costs, Causes and Cures, found that downtime due to unplanned outages costs businesses $12,900 per minute ...

December 13, 2022

Industry experts offer thoughtful, insightful, and often controversial predictions on how APM, AIOps, Observability, OpenTelemetry and related technologies will evolve and impact business in 2023. Part 6 covers more on AIOps ...

December 12, 2022

Industry experts offer thoughtful, insightful, and often controversial predictions on how APM, AIOps, Observability, OpenTelemetry and related technologies will evolve and impact business in 2023. Part 5 covers AIOps ...

December 01, 2022

You could argue that, until the pandemic, and the resulting shift to hybrid working, delivering flawless customer experiences and improving employee productivity were mutually exclusive activities. Evidence from Catchpoint's recently published Site Reliability Engineering (SRE) industry report suggests this is changing ...

November 28, 2022

Many have assumed that the mainframe is a dying entity, but instead, a mainframe renaissance is underway. Despite this notion, we are ushering in a future of more strategic investments, increased capacity, and leading innovations ...

November 09, 2022

The absence of topology can be a key inhibitor for AIOps tools, creating blind spots for AIOps as they only have access to event data. A topology, an IT service model, or a dependency map is a real-time picture of tools and services that are connected and dependent on each other to deliver an IT service ...

October 26, 2022

Just as questions arise about how Application Performance Management (APM) and OpenTelemetry impact each other, we also want to talk about the relationship between AIOps and OpenTelemetry ...

October 05, 2022

IT operations is a metrics-driven function and teams should keep score as a core practice. Services and sub-services break, alerts of varying quality come in, incidents are created, and services get fixed. Analytics can help IT teams improve these operations ...

October 04, 2022

Big Data makes it possible to bring data from all the monitoring and reporting tools together, both for more effective analysis and a simplified single-pane view for the user. IT teams gain a holistic picture of system performance. Doing this makes sense because the system's components interact, and issues in one area affect another ...

October 03, 2022

IT engineers and executives are responsible for system reliability and availability. The volume of data can make it hard to be proactive and fix issues quickly. With over a decade of experience in the field, I know the importance of IT operations analytics and how it can help identify incidents and enable agile responses ...

September 27, 2022

Users have high expectations around applications — quick loading times, look and feel visually advanced, with feature-rich content, video streaming, and multimedia capabilities — all of these devour network bandwidth. With millions of users accessing applications and mobile apps from multiple devices, most companies today generate seemingly unmanageable volumes of data and traffic on their networks ...

September 19, 2022

In this second part of the blog series, we look at how adopting AIOps capabilities can drive business value for an organization ...

August 15, 2022

Artificial Intelligence for IT Operations (or AIOps for short) continues to be a hot topic among developers, SREs, or DevOps professionals. The case for AIOps is especially crucial given the expansive nature of today's observability efforts across hybrid and multi-cloud environments. As with most observability challenges, AIOps starts with telemetry data: metrics, logs, traces, and events ...

August 01, 2022

Digital transformation can be the difference between becoming the next Netflix and becoming the next Blockbuster Video. With corporate survival on the line, "digital transformation" is no longer merely an impressive buzzword to throw around in boardrooms. It's the ticket for entry into the digital era, a fundamental business strategy for every modern company ...

July 14, 2022

The goal for every infrastructure team, indeed every IT team, is being able to move from set up automation towards a successful operational automation deployment. Until recently this was almost unattainable. The tools associated with the AIOps tool set provide the catalyst to make this goal a reality ...

June 29, 2022

When it comes to AIOps predictions, there's no question of AI's value in predictive intelligence and faster problem resolution for IT teams. In fact, Gartner has reported that there is no future for IT Operations without AIOps. So, where is AIOps headed in five years? Here's what the vendors and thought leaders in the AIOps space had to share ...

May 19, 2022

Recently, a regional healthcare organization wanted to retire its legacy monitoring tools and adopt AIOps. The organization asked Windward Consulting to implement an AIOps strategy that would help streamline its outdated and unwieldy IT system management. Our team's AIOps implementation process helped this client and can help others in the industry too. Here's what my team did ...

May 18, 2022

You've likely heard it before: every business is a digital business. However, some businesses and sectors digitize more quickly than others. Healthcare has traditionally been on the slower side of digital transformation and technology adoption, but that's changing. As healthcare organizations roll out innovations at increasing velocity, they must build a long-term strategy for how they will maintain the uptime of their critical apps and services. And there's only one tool that can ensure this continuous availability in our modern IT ecosystems. AIOps can help IT Operations teams ensure the uptime of critical apps and services ...

May 05, 2022

Mohan Kompella, VP of Product Marketing at BigPanda, answers the question: How can AIOps contribute to greater achievement in global enterprises? ...

May 04, 2022

Increasingly, more and more software is being delivered as software as a service (SaaS). Gartner forecasts the SaaS market to continue to expand to $145B in 2022. Consumers and businesses not only have become accustomed to, but also expect SaaS-based solutions, even more so in the post-COVID world. This new frontier allows features to be rolled out at an unparalleled velocity paving the way for continuous innovation and sustainable competitive advantages ...

April 20, 2022

The digital transformation bandwagon is a crowded one, with enterprises of all kinds heeding the call to modernize. The pace has only quickened in a post-pandemic age of enhanced digital collaboration and remote work. Nonetheless, 70% of digital transformation projects fall short of their goals, as organizations struggle to implement complex new technologies across the enterprise. Fortunately, businesses can leverage AI and automation to better manage the speed, scale and complexity of the changes that come with digital transformation ...

February 24, 2022

My recent best practices report on AIOps titled A CIO's Guide to AIOps just got published. What started out as an AIOps use cases document morphed into an AIOps emerging trends document. However, when feedback was sought from CIOs and CTOs in our research panel, they suggested best practices and how to strategize AI and IT Operations in a broader sense to be included in the report ...

February 15, 2022

It is common knowledge that Data is extremely important in Automation and AIOps implementations. Good data yields good insights from the implementation. Yet, while planning for the efforts for an AIOps implementation, the effort needed for some aspects of data are completely overlooked. The most overlooked aspects of the Data are ...

February 10, 2022

Still not convinced on the value an AIOps platform offers? Consider this: one minute of downtime at Amazon costs the company roughly $220,000 in revenue. With that kind of money on the line, SRE and DevOps teams forced to manage availability by writing rules and querying logs manually are set up to fail — and failure is costly. AIOps is the necessary lift your monitoring tools need to improve performance and cut out the toil for DevOps and IT teams. Here are five ways AIOps does exactly that ...

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