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The Problem

Your agent is a tool.
It could be a companion.

The fictional ideal of AI has always been JARVIS — not an assistant that executes commands, but a companion that understands Tony Stark's entire world. Right now, your AI agent has no idea who you are.

"The relationship between the user and the agent is very much master and slave."
— RAGMI White Paper, Sexadegen

Every AI assistant today suffers the same flaw: it knows everything about the world, but almost nothing about you. The relationship is transactional — when it could be something far richer.

Getting the agent to ask the right questions has some merit, but it is brittle and exhausting. It is difficult for the agent to know which questions to ask, and tedious for the user to constantly answer them.

The obvious solution is for the user to teach their agent all about themselves. RAGMI is the tool that makes this possible — structured, weighted, and immediately intelligible to any AI agent.

See it in action → How it works

Generic OpenClaw Agent

Knows everything about the world. Knows nothing about you. Brittle, impersonal, and exhausting to re-brief every session. Just a very capable search engine.

RAGMI-Equipped Agent

Understands your history, relationships, and preferences. Prioritises what matters most to you. Becomes a genuine discussion partner — and over time, a true companion.