Abhishek Rai

Cofounder, Thoughtspot

Search every verified Abhishek Rai interview, podcast appearance, and on-the-record quote — each transcript cross-checked by AI and human review to confirm speaker identity. Abhishek Rai, co-founder and chief architect at NetSpring and previously co-founder of ThoughtSpot, appeared on The Data Beats Show in May 2023 to discuss building warehouse-native applications. During the interview, he described the architecture of such apps as starting with translating user intent into workflows or SQL, and emphasized that a fundamental property is never copying data out of the warehouse to operate on it. He also stated that warehouse-native product analytics can harness value left behind by fully integrated vertical silos, combining product analytics with the power of BI. Rai offered advice to startups considering this approach, recommending they "go full warehouse-native," saying it simplifies the product, stack, and messaging while allowing focus on core competitive advantages rather than data duplication or ETL pipelines. He also noted that NetSpring's product analytics offering includes some out-of-the-box models but that the company had not yet built extensively on the data science or AI/ML side, mentioning this as a potential future challenge.