How to Scale Data Infrastructure from Startup to Enterprise
From Big Ideas in App Architecture by Cockroach Labs
July 1, 2025 · 38 min · Episode 58
About this episode
David interviews data infrastructure expert Nishant Raman about scaling data systems from startup to enterprise.
In this episode, David sits down with Nishant Raman , a seasoned data infrastructure expert, to explore the evolving world of data engineering, AI integration, and building scalable systems from the ground up. With experience across logistics, healthcare, and fintech, Nishant shares hard-won insights from years of building resilient, cost-conscious infrastructure that scales with company growth and technical complexity. From choosing the right database to navigating the post-LLM explosion in tooling, this conversation offers a rare behind-the-scenes look at what it takes to thrive as the first data hire and beyond. Join us as we discuss: Nishant’s accidental path into data engineering and lessons from startup life The tradeoffs that can come with building scalable, cost-efficient data systems The growing role of AI in data infrastructure and what’s coming next for data teams
People in this episode
Host: David
Guest: Nishant Raman
Topics covered
- data engineering
- AI integration
- scalable systems
- cost-efficient infrastructure
- data infrastructure
Keywords
- data infrastructure
- scalability
- AI in data
- cost-efficient systems
- data engineering
Mentioned in this episode
Organizations: Cockroach Labs, AI, logistics, healthcare, fintech
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