Our world apology tour starts today with our finance friends in the UK. We can't give you those hours back. But we can make sure you don't lose any more.

Last month I wrote about data stacks in the Post-AI era. This isn't hypothetical, it's what working at @tryramp feels like today. 4.5 years ago I joined a corporate card company where data meant writing SQL and clicking through a BI tool's web UI to visualize card swipes. Today, Ramp is a finance intelligence platform building a router, data layer, tools, and agentic product experiences to help companies understand their ROI on token spend, AI tool vendors, and every other signal we can use to help them save time and money. We are meeting every business in the entire world wherever they are on their AI journey, and truly, the energy feels more like we're just getting started than it did 4.5 years ago. I'm looking for data teammates to build the next stage of Ramp with me. There's a lot that AI + "software factory" can solve for you, and we do that better than anyone. I'm not just looking for people who claude code within their own domain and can debug an agent trace, but people who are convincing enough to get hundreds of people to change what they prioritize. I'm looking for ML systems thinkers with strong product opinions who both can both deeply feel and explain customer pain. People with the judgement to build complex systems, combined with bulldozer grade resourcefulness, AI-pilled velocity, who care a lot. Plus you'll get to work with @ryanlstevens12 @arakharazian @ian_dot_so @rahulgs @karimatiyeh @geoffintech @hamidships @diegozaks! If this sounds like you, I'd love to meet. If you're in NYC, would love to grab coffee.

Agentic Flynance. We trained a simulated fruit fly brain to review expenses by changing just 4,184 weights. A vision model reads the receipt, then the fly decides whether to approve it. Give it a fly 🪰