RUMO

GIVE YOUR AI DIRECTION
WITH RUMO.

Great agents start with great context. RUMO is where you and your team build, update, and keep yours.

The Problem

Every Agent Is
a New Hire.

Build a GPT. Configure an agent. Roll out Copilot to the whole team. Every one shows up the same way: green. The context you've already built lives scattered — in old chats, half-finished prompts, a brand guide nobody can find. So everyone onboards them from scratch. Every time.

It's not your fault. There's no manual for the context AI actually needs — and no good place to keep it once it's written. The tools change. The context scatters. And nobody told you the most important input was missing:

Who you are.

The Missing Ingredient

AI Is Only As Good
As What You Give It.

Generic AI output and results that actually work are separated by one thing: context. Who you are, how you sound, what you've lived, what matters right now. Give AI those inputs and something shifts. It gets you.

Give AI your context before you give it your questions. That part is simple. The harder part is mining that context — getting who you are, or who your organization is, onto the page in a way AI can actually use. That's what RUMO does. We call it context mining, and it produces six documents, for a person or for a whole organization, so your AI doesn't have to guess.

How It Works

Six Context Anchors

Whether it's your own AI or every AI your team uses, it starts with the same six inputs. RUMO builds each one from guided questions, then compiles them into context any AI can use from day one.

Context Anchor

See It Before You Build It

What Does an Anchor
Actually Look Like?

A Context Anchor is a structured document, written in plain language, that any AI can read. No special format, no lock-in — you own it, you can edit every line, and it works in ChatGPT, Claude, Gemini, the AI in your CRM, or any agent you point it at.

  • Structured so AI systems know exactly how to use it
  • Portable markdown you can paste into any tool
  • Yours to keep, edit, and update as things change
Build Yours Free

The Personal Constitution is free. No account needed to start.

personal-constitution.md
Sample Excerpt

The Personal Constitution of Maya Reyes

Preamble

I am a designer, a daughter of immigrants, and a person who believes good work is an act of respect. This document is the foundation any AI working with me should start from.

Article I — Identity & Core Values

  • Craft over speed. I would rather ship one thing well than three things almost.
  • Direct kindness: say the true thing, gently.
  • Family dinner is non-negotiable. Work bends around it, not the reverse.

AI Context Notes

  • Filter every recommendation through Article I — never suggest plans that conflict with my non-negotiables.
  • When I ask for feedback, lead with what is true, not what is comfortable.

+ five full Articles: Beliefs & Worldview, Principles, Aspirations, Declarations & Anti-Goals

What Changes?

From Documents
to a True AI Partner.

Once you've built your six Context Anchors, you can use them to power custom instructions, feed smarter prompts, or fine-tune the output of any AI tool you work with. But the most important application is bigger than any single prompt — it's a context vault that every agent starts from, yours or your whole team's.

An agent that knows your values, your voice, your situation, and your history works differently. It remembers what matters. It writes the way you write, or the way your organization sounds. It thinks from your perspective, toward your goals. That's not a tool anymore. That's a partner.

The result is AI that works like it knows you, for you and for everyone on your team.

Reviews

They built one. Here's what happened.

“As I’m embarking on my AI journey I am very grateful for the support of RUMO and how it helped create a foundation for my future.”
Mark FogartyExecutive Vice President, Thermo-Kool
“I was surprised how insightful the Constitution was. Seeing raw thoughts put into written out context was really cool.”
Maribeth MartinContent Strategy Manager, TMC Digital Media