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Why AI-Native, On-Prem Observability Is Becoming a Boardroom Priority for BFSI Leaders
Digital transformation in Banking, Financial Services, and Insurance (BFSI) has fundamentally changed the operating model of financial institutions. Banks are no longer just financial institutions. They are now real-time digital technology platforms. Every customer interaction—whether it is a UPI payment, card transaction, loan approval, insurance claim, mobile banking session, or trading operation—depends on a highly interconnected ecosystem of applications, APIs, cloud work
Sumukha Rao
Jul 154 min read


The Hidden Cost of AI: Why CXOs Must Monitor Both Cloud Infrastructure and AI Token Spend
The New Cost Center Most Organizations Are Underestimating Over the last decade, cloud computing transformed IT from a capital expenditure model into an operational expenditure model. Organizations gained agility, scalability, and faster innovation. However, this transformation also introduced a new challenge: uncontrolled and often invisible cost growth. Today, a second wave is underway. Artificial Intelligence is becoming deeply embedded into business applications, customer
Sumukha Rao
Jul 144 min read


Why Root Cause Analysis Is No Longer Enough: The Rise of AI-Native Performance Engineering in Modern Observability
Observability + Performance Engineering + Native AI = The Next Evolution The future of enterprise observability isn't just about collecting more telemetry or finding the root cause faster—it's about continuously making systems better. Traditional APM and Observability platforms excel at monitoring applications, infrastructure, databases, networks, logs, traces, metrics, and user experience. They detect anomalies, correlate events, identify probable root causes, and help opera
Sumukha Rao
Jul 142 min read
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