DSensei for Web

Purpose and summary

DSensei is an open-source, AI-driven productivity app created to accelerate root-cause investigations when metrics shift. Rather than just producing charts like traditional BI tools, it focuses on uncovering why values change and automates labor-intensive diagnostic steps so teams can spend more time on strategy and decision-making.

How the analysis works

The system automatically evaluates many combinations of segments and dimensions across a selected time window to surface the most influential drivers behind a metric’s movement. Results are presented in an interactive way so users can drill into each contributor and understand which subsets of the data are responsible for changes.

Hands-on access and installations

You can try DSensei via a live demonstration for immediate exploration, or clone the repository for local testing and customization. The project is hosted on GitHub, enabling self-hosting, code inspection, and adaptation to your workflow.

Support network and learning material

An active community backs the project with written guides, blog posts, and a Discord channel where users share tips, report issues, and discuss best practices for interpreting automated findings.

Options and pricing

• Paid — Unifill AI: a commercial alternative for teams that prefer a hosted, subscription-based experience with vendor support and managed infrastructure.
• Open-source — DSensei (self-hostable): free to run from source with community support and the flexibility to modify behavior to fit internal processes.