From Decision Exhaust to Intelligent Enterprise Architecture thru Ontology & Palantir Kumar Raman April 2, 2026 In the first article, I introduced the idea that most enterprises stop at automation, but very few become truly intelligent
Medallion Architecture in Practice in AI Era — Beyond the Theory Suresh Thiagaraja Viswanathan March 30, 2026 If you have read anything about modern data platforms in the last decade, you have encountered the medallion architecture: Bronze
From Automation to Intelligence — How Organization can learn from their decisions managing Institutional Memory Loss Kumar Raman March 23, 2026 Why Most Enterprises Never Become Truly Intelligent? Over the last decade, enterprises have invested millions in ERP modernization, cloud data
Dashboards as a Code: Automating Grafana Dashboard Management Across Environments Setu Bhatt March 16, 2026 TL;DR • Grafana dashboards managed as code enable version control and consistent environments. • CI/CD pipelines automate dashboard review and
Why Most Enterprise Data Platforms Fail And What Actually Works Suresh Thiagaraja Viswanathan March 9, 2026 If you have worked around enterprise data programs long enough, the patterns become painfully familiar. Great intentions. Big budgets. A
Implementing Event-Driven Autoscaling with Amazon SQS and KEDA Setu Bhatt March 2, 2026 TL;DR Scaling is based on queue depth instead of CPU metrics. KEDA automatically adjusts Kubernetes worker pods based on demand.
Unlocking the Power of AWS OpenSearch Pavitra Kadiyala February 6, 2026 AWS OpenSearch can act as a vector database, enabling semantic search using vector embeddings instead of keyword-only matching. Data ingestion:
RAG: The Architecture That’s Quietly Transforming AI Hema Edupuganti February 6, 2026 Every week, a new AI model seems to break another record.Yet despite all that power, Large Language Models (LLMs) still
Knowledge Graph RAG: The Missing Layer in Enterprise AI Vinit Prajapati December 29, 2025 RAG struggles with consistency and deeper reasoning in complex enterprise environments. Knowledge Graph RAG fixes this by linking information through
Strengthening Security Across Your GKE Clusters Using Cloud Native Security Tools Keyur Ranpura December 9, 2025 Overview Kubernetes has quickly become the backbone of modern application delivery and Google Kubernetes Engine (GKE) simplifies much of the