PFO_OS

System Documentation

Welcome to the Pioneers Factory OS (PFO) Documentation. This guide details the initialization, architecture, and operation of the industrial supply chain optimization platform.

Mission Brief

PFO provides exact multi-tier throughput calculations ensuring absolute zero-loss logic across any factory configuration.

Architecture Setup

The platform runs on a standard hub-and-spoke configuration, where the Dashboard provides telemetry and global settings govern optimization algorithms.

State Storage

Supabase secures the cloud synchronization while local client logic handles rapid adjustments.

Global Config

Adjust your AI Provider, Model Initialization, and access tokens securely via Global Settings.

Recursive Planner

At the heart of the system is the Recursive Optimization Engine. It reads target outputs and back-calculates required raw materials and intervening steps.

  • Deterministic resolution for arbitrary deep trees.
  • Support for alternative recipes and weighted distribution.
  • Belt capacity limits enforce horizontal scale modeling.
  • Byproduct handling routing logic (re-use vs discard).

AI Cognitive Node

PFO supports local and external cognitive agents via OpenRouter, Ollama, Gemini, and OpenAI-spec compliant endpoints.

Security Notice

API Keys are held strictly in your local client state (LocalStorage). The interface will pass them directly to the specified endpoint without intermediate storage.