Insights
What we're learning building AI into real financial systems - private deployment, agentic automation, the open-source stack. No hype, written by the people doing the work.
Why finance teams don't have to choose between capable models and data control. Open-weight LLMs, deployed in your own cloud, are now good enough to run the work.
Chatbots answer questions. Agents do the work. What it takes to let software actually execute reconciliation, onboarding and disputes - safely - inside a bank.
You don't need to own a GPU farm or a hundred-person team to ship serious AI. The open-source ecosystem already did the hard parts. Here's the stack we build on.