Ramp: Lessons from Building a New AI Product - The Pragmatic Summit
The Pragmatic Engineer
The podcast explores how Ramp, a finance platform, is leveraging AI to streamline financial operations for both its customers and its internal teams. It highlights Ramp's shift from building numerous specialized agents to a single, versatile agent with a thousand skills, exemplified by the OmniChat, a unified conversational UX deployed across the product. The discussion covers the development of the Policy Agent, which automates expense policy enforcement, and the creation of Ramp Inspect, an internal coding agent that has significantly increased engineering productivity. The speakers emphasize the importance of starting small, iterating quickly, and fostering a culture that values impact and cross-functional collaboration, noting that AI's value lies in augmenting human judgment and enabling teams to tackle more ambitious projects.
Part 1: Vision, Strategy
Part 2: Policy, Automation
Part 3: Data, Evaluation
Part 4: Infrastructure, Tools
Part 5: Future of Engineering
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