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OpsCruise Receives Patent on Machine Learning Based Observability

OpsCruise has been granted a patent (US 11,126,493) from the United States Patent and Trademark Office recognizing the company’s fundamental new observability platform which paves the way for the next generation of observability to manage the performance and availability of modern applications.

The patent provides an unique approach for enabling autonomous cloud application operations through innovative use of ML (machine learning) augmented with embedded curated knowledge of IT Operations. The platform provides actionable insights to reduce DevOps/SRE teams’ efforts to manage application performance. The patent covers some novel features of OpsCruise’s platform from automatically discovering and building the full application topology, gaining application behavior understanding by building ML-based predictive models, detecting anomalies predictively without need for users to tune thresholds and SLOs, to automated causal analysis to isolate causal domains for rapid remediation. What's equally significant, is that the platform operates by ingesting open source OpenTelemetry instrumentation, without need for proprietary agents or code instrumentation.

“We are pleased that the US Patent Office recognized the uniqueness of our technology in granting this patent,” said Dr. Aloke Guha, Founder and CTO of OpsCruise. “Now businesses leveraging cloud can build automated intelligent observability to get to a more autonomous management of their application performance and availability significantly reducing their MTTR while at the same time lowering their cost.”

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OpsCruise Receives Patent on Machine Learning Based Observability

OpsCruise has been granted a patent (US 11,126,493) from the United States Patent and Trademark Office recognizing the company’s fundamental new observability platform which paves the way for the next generation of observability to manage the performance and availability of modern applications.

The patent provides an unique approach for enabling autonomous cloud application operations through innovative use of ML (machine learning) augmented with embedded curated knowledge of IT Operations. The platform provides actionable insights to reduce DevOps/SRE teams’ efforts to manage application performance. The patent covers some novel features of OpsCruise’s platform from automatically discovering and building the full application topology, gaining application behavior understanding by building ML-based predictive models, detecting anomalies predictively without need for users to tune thresholds and SLOs, to automated causal analysis to isolate causal domains for rapid remediation. What's equally significant, is that the platform operates by ingesting open source OpenTelemetry instrumentation, without need for proprietary agents or code instrumentation.

“We are pleased that the US Patent Office recognized the uniqueness of our technology in granting this patent,” said Dr. Aloke Guha, Founder and CTO of OpsCruise. “Now businesses leveraging cloud can build automated intelligent observability to get to a more autonomous management of their application performance and availability significantly reducing their MTTR while at the same time lowering their cost.”

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AI is the catalyst for significant investment in data teams as enterprises require higher-quality data to power their AI applications, according to the State of Analytics Engineering Report from dbt Labs ...

Misaligned architecture can lead to business consequences, with 93% of respondents reporting negative outcomes such as service disruptions, high operational costs and security challenges ...

A Gartner analyst recently suggested that GenAI tools could create 25% time savings for network operational teams. Where might these time savings come from? How are GenAI tools helping NetOps teams today, and what other tasks might they take on in the future as models continue improving? In general, these savings come from automating or streamlining manual NetOps tasks ...

IT and line-of-business teams are increasingly aligned in their efforts to close the data gap and drive greater collaboration to alleviate IT bottlenecks and offload growing demands on IT teams, according to The 2025 Automation Benchmark Report: Insights from IT Leaders on Enterprise Automation & the Future of AI-Driven Businesses from Jitterbit ...

A large majority (86%) of data management and AI decision makers cite protecting data privacy as a top concern, with 76% of respondents citing ROI on data privacy and AI initiatives across their organization, according to a new Harris Poll from Collibra ...

According to Gartner, Inc. the following six trends will shape the future of cloud over the next four years, ultimately resulting in new ways of working that are digital in nature and transformative in impact ...

2020 was the equivalent of a wedding with a top-shelf open bar. As businesses scrambled to adjust to remote work, digital transformation accelerated at breakneck speed. New software categories emerged overnight. Tech stacks ballooned with all sorts of SaaS apps solving ALL the problems — often with little oversight or long-term integration planning, and yes frequently a lot of duplicated functionality ... But now the music's faded. The lights are on. Everyone from the CIO to the CFO is checking the bill. Welcome to the Great SaaS Hangover ...

Regardless of OpenShift being a scalable and flexible software, it can be a pain to monitor since complete visibility into the underlying operations is not guaranteed ... To effectively monitor an OpenShift environment, IT administrators should focus on these five key elements and their associated metrics ...

An overwhelming majority of IT leaders (95%) believe the upcoming wave of AI-powered digital transformation is set to be the most impactful and intensive seen thus far, according to The Science of Productivity: AI, Adoption, And Employee Experience, a new report from Nexthink ...

Overall outage frequency and the general level of reported severity continue to decline, according to the Outage Analysis 2025 from Uptime Institute. However, cyber security incidents are on the rise and often have severe, lasting impacts ...