Mastering Unstructured Data at Scale

From global capital markets to enterprise AI, Ruchita Chandhok has spent her career building the systems behind some of the world’s most demanding financial platforms. As a Senior Director of Engineering at Carta, she leads global engineering organizations at the intersection of financial infrastructure and artificial intelligence.

Across public and private markets, the platforms she has helped build have managed more than half a trillion dollars in financial assets. Today, she is focused on applying generative AI to one of enterprise software’s hardest challenges transforming complex, unstructured financial data into trusted systems that power critical business decisions.

Ruchita’s perspective is rooted in a simple belief: the next generation of software will be defined not by AI models alone, but by the engineering systems built around them. She speaks about architecting production-grade AI, maximizing business value through intelligent token utilization, and designing scalable platforms where every AI interaction delivers measurable outcomes with the reliability, explainability, and trust demanded by enterprise financial systems.