In most organizations, data lineage stays invisible for as long as everything appears to be working. Reports go out. Dashboards refresh. Models generate outputs. Decisions move forward. The trouble begins when someone asks a basic question no one can answer with confidence: Where did this number come from, and what changed along the way?
That question sits close to the center of Saisuman Singamsetty's work. Across his work in governance, enterprise data architecture, and accountability, he has focused on the conditions that make complex systems explainable and dependable. His TEDx talk, released in February 2026, explored a related concern: how important decisions are often made without enough visibility into the information behind them.
