We were lucky. We got to lead GoTyme Bank's AI transformation end to end, taking the bank from almost no AI to deeply AI-native: 37 AI engineers and 70+ agentic systems in production. We had real room to experiment, made plenty of mistakes, and learned an enormous amount.
What stayed with us was the distance. The gap between people who use AI well and everyone else has become enormous. The top 1% of engineers now ship 46x more code than the median. It started in software, but it's spreading fast. Anthropic, worth hundreds of billions, runs its entire growth marketing with one person.
The businesses that close that gap will get two things right: people who can direct teams of AI agents, and data and systems underneath that compound as the models improve. That's the work we did at GoTyme, and it's the work we now do for other companies, faster each time.
And the same shift opens something bigger. Pair deep domain expertise with AI and you can build whole new companies in months. Doing that alongside the people who know a market best is what excites us most. It's why Descent exists.