What we do · AI Engine
The AI Engine is the intelligence layer of the Vizier — Forreast's system as a whole. We do not build one model. We orchestrate many. We protect your data absolutely. We gather intelligence from every lawful source. We refine it until what reaches you is signal, not noise. And we hand you the answer.
We do not build one model. We orchestrate many — each tuned for a specific layer of reality. The AI Engine is the conductor; the WorldGraph is the score; the signal classes are the instruments. Together they produce intelligence no single model could deliver.
Your data is sovereign. Communications travel over Signal (end-to-end encrypted by default). The Vizier requires MFA. On-Premise Sentinel deployments keep every byte inside your perimeter — only an encrypted 'Thoughts' handshake ever leaves.
We ingest from every lawful source: OSINT, GEOINT (satellites, AIS, ADS-B), structured market data, regulatory filings, human mosaic intelligence. The world is the input — not a single feed, not a single vendor.
Raw data is noise. We apply layered refinement — entropy filters, falsification imperatives, multi-signal confirmation — until what reaches you is signal. Every thesis states the exact conditions under which it would be wrong.
The Vizier adapts to you. Your tone, your priorities, your decision style — captured through your Signal chats and structured feedback, then folded back into how future analyses are produced. The system gets sharper with every cycle.
Each pillar is necessary. None is sufficient. The Vizier you speak to on Signal is not a chatbot — it is the surface of an orchestration that protects your data, ingests the world, refines it into signal, and tunes itself to your judgment.
The pipeline
Five stages. Each one reduces entropy. Each one is auditable.
All lawful sources, continuously.
Folded into the WorldGraph.
Entropy filters, falsification.
Adapted to your judgment.
Vectors, signals, actions.
