Rayane Oubelkas

Demos

Applied AI systems in action

Short product walkthroughs showing how the agents work inside real financial workflows.

Excel agent

The Krappa Excel agent works directly inside a financial model.

Excel add-in

Financial modeling workflow

00:18
An end-to-end view of the agent operating in Excel.

Last updated on 7/28/2026