System2 – Multi-Agents for Data

System2 is born out of this ambition: help people think more clearly about complex questions, putting data and rigorous, inspectable analysis in reach of anyone.

You talk to the Guide. It spawns a team that plans, builds pipelines, analyzes data, catches statistical fallacies, and delivers interactive output you can inspect end to end.

What's great and different about System2: - tailored for data engineering, analysis, and statistical reasoning - adapts to your data stack or builds one for you on your computer - multiple agents that can talk to one another and collaborate - agent-managed kanban board, fully inspectable - interactive analytical artifacts (e.g. dashboards) built on demand against your own database - persistent memory across reboots, session management is automated

Give it a try. I'd love your feedback.