Data Quality Is Not a Checkbox – Building a Continuous Program for Enterprise AI Suresh Thiagaraja Viswanathan April 13, 2026 I was brought in to take over a data quality program that was, by any honest assessment, failing. The program
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
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