Raj Veda
Enterprise AI practitioner. I write about taking AI from pilots to production.
About
I've spent my career between business and technology teams — translating one side to the other. For the past year, that has meant AI: knowledge bases, agents, and the unglamorous work of making AI actually run inside an enterprise.
I write about what works, what doesn't, and what it costs.
What I work on
- Enterprise knowledge bases and RAG — from SharePoint to production
- AI agents over enterprise data (MCP, text-to-SQL)
- AI operating models: who owns it, how it scales, how it's governed
- The economics of AI: measuring ROI in real business terms
Proof, not promises
- Identity resolution across 250M customers, five countries, 25 vendors
- Anomaly detection across 222M records
- 47M redundant records removed; ~14M GDPR requests processed
- Adherence work tied to $120M annual uplift
- Loyalty work tied to 12% YoY holiday revenue growth