Inside Ramp, the $32B Company Where AI Agents Run Everything | Geoff Charles

By Peter Yang

Categories: Product, Startup

Summary

Ramp ships 500+ features annually with just 25 PMs by treating AI as a code-writing agent—50% of their codebase is now AI-generated, up from 30% in December, with projections to hit 80% by March. The shift redefines PM work from writing specs for engineers to writing prompts for AI agents, fundamentally accelerating product development velocity.

Key Takeaways

  1. Ramp's AI-generated code increased from 30% in December to 50% currently, with projections reaching 80% by March. This dramatic acceleration shows AI agents can handle production-grade backend and frontend work, not just prototypes.
  2. PMs must shift from writing detailed specs for engineers to writing prompts for AI agents. The spec itself becomes the output of a prompt, and the agent thoroughly reads and implements it—solving the engineer spec-reading problem.
  3. Implement a 'Voice of the Customer' AI agent that synthesizes insights from Gong recordings, Salesforce notes, in-app surveys, support tickets, chats, emails, and analytics to answer PM questions about personas, pain points, and product gaps in real-time.
  4. Cross-functional teams beyond PMs (designers, operators, account managers, salespeople) are getting activated with AI tools like Inspect. This distributes the ability to ship features across the organization, not just engineers.
  5. AI lowers the cost of each phase of product development (understanding customer pain points, identifying solutions, building, testing, iterating) dramatically. The cost of code is now essentially zero aside from token costs, requiring a complete rethinking of workflows.

Topics

Transcript Excerpt

If you're not using cloud code this year, no matter what your role is, you're probably underperforming compared to others on the company. PMs often pride themselves on like the spec, the perfect spec. They have to understand that it's actually AI that's reading the spec now versus engineers. 50% of RAM's code is built by AI. And that's 50% up from 30% in December. It'll probably be 80% by March. >> And this is not just like a front-end prototype right? >> This is the real product, back end, fron...