Org Intelligence OS

Org Intelligence OS is a 5-layer AI platform that sits at the center of any organization, ingests everything happening inside and around it, and delivers structured intelligence that tells decision-makers not just what is happening, but what to do and why. Layer 1 — Data Foundation: Ingests PDF, DOCX, and TXT documents. Automatically scores each source across 4 bias dimensions, epistemic, institutional, cultural, and temporal, and flags when the source pool is dangerously one-sided. Layer 2 — Pattern Intelligence Core: Extracts structured knowledge claims from every document using Claude API. Detects contradictions across sources (Type I through IV with 7 named subtypes) and synergies (5 types). Selects a synthesis pattern, Wedge, Dialectic, Mosaic, or Catalyst, and generates a full intelligence brief with provenance tracking and confidence scoring. Layer 3 — Simulation Chamber: Takes the intelligence brief as a seed document. Spawns AI agent-personas representing the relevant stakeholder universe, investors, regulators, NGOs, competitors, analysts. Runs the decision forward. Returns a verdict with confidence score, dominant reaction, critical vulnerabilities, and named early warning signals. Layer 4 — Prescription Engine: Ranks every recommendation across 7 dimensions — confidence, financial impact, stakeholder resistance, time to first signal, simulation alignment, implementation complexity, and sequence position. Integrates Layer 3 simulation confidence into an overall prescription score. Layer 5 — Strategic Command Center: A live dashboard where analysts manage projects, upload documents, trigger the pipeline, read intelligence briefs, launch simulations, and review ranked prescriptions. Validated on real Holcim Group documents, 4 sources, 90 knowledge nodes, 14 contradictions detected, 50 synergies mapped, 0.829 overall prescription confidence.