The compounding intelligence loop.
Every interaction with Mijoro makes the platform sharper. Every file, every interview turn, every signal, every decision feeds the same knowledge layer — and that layer compounds.
Why most AI doesn't compound
ChatGPT forgets the moment you close the tab. Claude has projects, but no model of your business — just the documents you happened to share. Every other AI platform treats each conversation as standalone. You re-explain your business every time. The platform never gets sharper.
Mijoro is built around the opposite assumption. Every piece of evidence about your business — files, interview answers, integration data, signals, decisions you logged, predictions that came true or didn't — feeds into a single persistent knowledge layer. That layer doesn't reset when you log out. It grows.
The loop
You give the platform inputs
File uploads, interview turns, integration syncs, decision journal entries. Each one is captured as typed evidence with timestamps and confidence scores.
The platform synthesizes
Bayesian belief updates flow into your organizational memory. Strategic entities and edges get added to your graph. Signals get interpreted and scored. Mijoro's view of your business gets denser.
The platform produces artifacts
Dossiers, boardroom reports, scenarios, debates — every artifact is grounded in the current state of the knowledge layer. The most recent version of your business is the version reflected in every output.
Outcomes feed back in
Decisions you make get logged. Thirty days later, the platform reconciles what it predicted against what actually happened. The Brier score adjusts. The platform's confidence calibrates. Patterns get promoted to durable lessons.
The loop repeats
Every cycle sharpens the platform's read on you. Six weeks in, Mijoro knows your company better than the analyst you couldn't afford to hire. Three months in, switching off Mijoro would cost you the institutional memory the platform has accumulated.
Why it matters
This is the moat. Other AI platforms can answer your questions one at a time. Mijoro builds a model of your business that gets demonstrably sharper, week over week. The longer you use it, the harder it is to replace — not because we lock you in, but because the institutional knowledge the platform has accumulated about you is irreplaceable.
Five things specifically: your psychometric profile (refined by every interview), your organizational memory (Bayesian beliefs over your strategic dimensions), your strategic graph (typed entities and edges), your decision journal (with calibration outcomes), and your Living Profiles of the people who matter to your business.