Accelerating Digital Transformation with Data, AI, and Smart Applications
Insights on Data Strategy, AI-Driven Analytics, and Intelligent Application Development — Empowering Digital Transformation through Technology, People, and Process Leadership.
About Me
I’m Vignesh Balasubramanian, a Data & Analytics leader with 20+ years of experience leading digital transformation initiatives and enterprise data strategy across Fortune 500 organizations.
DataChie is where I share actionable insights, strategic frameworks, and practical tools to help businesses unlock the full potential of their data.
Recent Musings
Where data meets thought
Build Your Own Agentic AI or Buy It From the Platform?
The promise of building your own agentic AI layer using open-source tools is compelling, but often a trap for enterprise IT. The real choice is leveraging native AI from platform vendors (ServiceNow, Salesforce) for superior governance and context, or building custom to avoid vendor lock-in for proprietary, complex workflows. The ultimate decision hinges on your scale, use case specificity, and organizational capacity to ship and govern.
2025’s Major Data Platform Announcements: A Critical Analysis
A critical analysis of 2025’s major data platform announcements from Databricks, Microsoft Fabric, AWS, and Google BigQuery, highlighting the trade-offs and implications at the enterprise scale.
AWS Sagemaker versus Azure Fabric: Evaluating the Titans of Data Platforms
A point-by-point comparison of AWS Sagemaker versus Azure Fabric, illuminating their strengths and weaknesses in data management, AI, and business intelligence.
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