AIOps, the practice of enhancing IT and DevOps with help from artificial intelligence and machine learning, is not an especially new idea. It has been nearly a decade since Gartner coined the term in 2016. Yet, the growing sophistication of AI technology is making AIOps much more powerful. Gone are the days when AIOps was mostly a […]
2025 Predictions in Machine Learning and AI
Is 2025 the year that the AI advances of recent years finally deliver significant results to corporate bottom lines worldwide? I believe the answer is yes. The technology has been ready for this shift for at least 18 months, but most users have yet to fully grasp the details needed to harness its full potential. […]
Navigating the Path to ZeroOps: Overcoming Complexity and Legacy System Challenges
Forrester’s 2025 predictions anticipate that 75% of technology decision-makers will see their technical debt rise to a moderate or high level of severity by 2026 largely due to the rapid development of AI solutions, which are adding complexity to IT landscapes and legacy systems. As Forrester states, “to stem the tsunami of technical debt, tech leaders will […]
From Input to Insight: How Quality Data Drives AI and Automation
More and more enterprises are looking to automation and AI to deliver new efficiencies and give their organizations an edge in the market. Data is the engine that powers both automation and AI. But data must be clean and user-friendly for these systems to work effectively and deliver on their promise. Lots of organizations are […]
AIOps and Its Impact on Product Support and Maintenance
In today’s virtual-first economic system, companies are under relentless strain to ensure their products deliver the most effective overall performance with minimal downtime. Whether it’s SaaS software serving thousands of customers globally, or a complex company platform assisting vital commercial enterprise functions, the call for reliability and efficiency is higher than ever. As IT infrastructures […]
How AI Will Fuel the Future of Observability
We’re seeing a lot of convergence in the market between observability vendors and companies positioned as artificial intelligence (AI) companies. It’s a natural marriage, since AI has the potential to significantly improve what observability does. The question is how to make the best use of AI to support observability in discovering an organization’s unknowns, providing […]
What Architecture Can Teach Us About Self-Healing Systems
DevOps teams and site reliability engineers (SREs) deal with code daily. Doing so teaches them to scrutinize their world, make astute observations, and draw unexpected connections. After all, although highly logical and mathematical in nature, software development is, at least in part, art form. Unconvinced by that statement? Consider the parallels between history’s most remarkable […]
What Is Data-Centric AI All About?
Data-centric AI (DCAI) is a new class of AI technology that focuses on understanding, utilizing, and making decisions based on data. Before data-centric AI, AI was largely reliant on rules and heuristics. While these could be useful in some cases, they often led to suboptimal results or even errors when applied to new data sets. […]
Five Enterprise Data Trends to Watch in 2021
Click to learn more about author Adi Paz. Digital transformation has taken on heightened importance in the wake of the coronavirus pandemic. Enterprises throughout the globe are striving to glean real-time operational insights from big data to boost profitability, provide superior customer experiences, and adhere to regulations. However, ingesting and analyzing rapidly growing data volumes […]
New Relic Enhances AIOps Capabilities
A new press release states, “New Relic, Inc., the industry’s largest and most comprehensive cloud-based observability platform built to help customers create more perfect software, today enhanced New Relic AI, a suite of AIOps capabilities built for on-call DevOps, Site Reliability Engineering (SRE) and network operations center (NOC) teams responsible for operating modern infrastructure. New […]