Operations | Monitoring | ITSM | DevOps | Cloud

The latest News and Information on AIOps, alerting in complex systems and related technologies.

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The Dirty Data Problem: Why Modernizing Infrastructure Monitoring is Pivotal to AIOps Success

Jeff Dean at Google Brain once said that the most sophisticated AI algorithms succumb to the quality of the dataset they rely on. That's a fancy way of saying: "Garbage in, garbage out." And if your organization is struggling with the effects of dirty data-inaccurate analytics, sub-optimal automations, and persistent problems with IT operations management-chances are you've got visibility gaps in your infrastructure that have you operating with a CMDB filled with inaccurate, incomplete, or obsolete information.

Monthly Moo March 2022

What a start to 2022 has been for us all. We are incredibly proud of the continuous innovation, velocity and delivery of new features and functionality. We’ve heard success story after success story from our brilliant customers, each unique in their own way and continue to collaborate with them on our roadmap. So, this March update is for you and a massive thank you. We couldn’t do it without you, and it’s been our honor to be part of your success.

The BigPanda ScaleUp Journey: Human/AI Collaboration, Predictive Accuracy, and Scale Power in AIOps

At the beginning of the COVID-19 pandemic, we anticipated a slow-down in IT-related spending. In reality, the opposite occurred. Companies massively expanded their digital offerings using the same IT staff they’d had pre-pandemic, even as the teams lost access to many of their existing tools while working from home. This acceleration put immense pressure on IT teams everywhere, resulting in messy incident management, outages, and a huge shortage of talent.

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How MSPs can benefit from AIOps adoption/strategy and add value-added services

According to Gartner, enterprise usage of AIOps is set to surge from a mere 5% in 2018 to a whopping 30% in 2023. To survive in an increasingly competitive market, MSPs must not only respond well to customer expectations but anticipate them. Another Gartner report states that by 2025, over 80% of public cloud managed and professional services deals will require both hybrid and multi-cloud capabilities from the provider, up from below 50% in 2020.

Why is Causation Important in AIOps?

Modern IT environments have become much more complex to manage thanks to hybrid infrastructures and comprehensive instrumentation that generate metrics, alerts and events data constantly. ITOps (IT Operations) and SRE (Site Reliability Engineering) teams are tasked with providing superior performance and user experience for the numerous applications while not letting the budget out of hand.