Reprise vs. Karumi

The AI platform that auto-configures, auto-populates, and auto-maintains world-class demo environments. Reprise captures your application at the code level and injects AI-generated data for fully-interactive, reliable demo environments. Databricks, Dell, Microsoft, MongoDB, Pendo, and Zendesk all trust Reprise to serve over a million demos per year.

Karumi is an AI-powered product expert that joins your video calls and helps teams deliver clear, consistent product demos without extra prep work. Instead of relying on scripted walkthroughs or pre-recorded videos, Karumi can run a live, agentic demo of your product, adapt to what the customer wants to see, and answer questions in real time. It behaves like a knowledgeable teammate who always knows how the product works and can guide people through the experience step by step.