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The Hidden Cost of “Modernization”: When Upgrades Become Extortion
Across the IT and observability landscape, enterprise leaders are facing a troubling pattern. A trusted vendor announces a “modernization initiative,” often following a major acquisition …
Read now95% of AI Pilots Fail — Here’s How to Be the 5%
When MIT released research showing that 95% of enterprise AI pilots fail to deliver measurable business impact, it made headlines for a reason. After years …
Read nowThe Hidden Barrier to Network Automation Isn’t Your AI — It’s Your Data
For years, the promise of AI-driven network automation has loomed large. Vendors and analysts alike have painted a future where autonomous operations handle outages before …
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Eliminating Pre-Triage Chaos
Getting the whole team on the same page instantaneously Some significant resource(s) are down but the information is buried under thousands of alarm. Operation team …
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Become a Configuration Commando
Audit, Validation, and Anomaly Detection Selector Platform Architecture Introduction Observability tools have historically focused on logs and metrics, but not configuration information. This is surprising …
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The AI in AIOps
Introduction A new generation of IT operations tools are emerging that are collectively referred to as “AIOps”. As the name implies, they are IT operations …
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Facebook Outage Emphasizes Importance of Change Observability
Introduction On October 4th, 2021, Facebook digital properties were unavailable for six hours. This culturally notable event reminds all networking professionals how often configuration changes and …
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Usable AIOps
Both AI and AIOps are terms that have experienced inflated expectations and market disappointment. Part of the problem is these terms cover a broad range …
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AIOps for Experts
Introduction In the last blog, Collaboration-Centric AIOps, we discussed how deep integration into common collaboration tools combined with human operations experience, leads to rapid root …
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AIOps: The Next Generation of Data Whisperers
Shoutout to Surya Nimmagadda and Alex Lau for their collaboration on this blog. Next Generation AIOps Two simultaneous and dramatic shifts combine in next generation AIOps: ease of use …
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ETL That HEALS
Extraction, transform and load is a common procedure in AI/ML & data science pipelines that is critical to the ultimate strength and efficacy of analytics. …
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AIOps for Networking: See the Real Anomalies
AIOps quickly sorts through a maze of logs, telemetry, configuration changes, and other information to pinpoint the probable cause. Other approaches leave NetOps/SRE teams drowning …
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