PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

First Principle Framework

KWeaver is an open-source ecosystem for building, deploying, and running decision intelligence AI applications. This ecosystem adopts business knowledge network (Business Knowledge Network) as its core methodology, aiming to provide elastic, agile, and reliable enterprise-grade decision intelligence to further unleash everyone's productivity.

This repo illustrates how to combine LLMs and rule-based services to generate answers grounded on business policies

A modern, enterprise-ready business intelligence web application. Unleash the value of your data. 📈 📉 📊

A deep exploration of AI-driven foresight, how predictive models evolve into strategic collaborators. This repository presents Forecasting the Future of Forecasting, a professional essay on reflexive intelligence, human–AI collaboration, and the design of adaptive, explainable forecasting systems.

A deep exploration of loyalty as a multi-dimensional behavioral system shaped by intent, habit, and sensitivity. This article introduces a geometric framework for modeling customer behavior, predicting churn trajectories, and designing ML systems that understand loyalty as a dynamic state, not a metric.

Structured agent memory with semantic queries. Decision intelligence for AI agents — typed reasoning over agent decisions with why, blocked, tensions, alternatives, and whatIf operations.

Simulations for Decision Automation

Full-stack ESG analytics dashboard for S&P 500 companies with FastAPI, React, and PostgreSQL. Features interactive visualizations, sector insights, and machine learning risk prediction.

PRISMA — Decision intelligence engine. 1,000 futures. One decision.

ALdeci — AI-powered Decision Intelligence for Security Teams. Multi-LLM consensus (GPT-4 + Claude + Gemini), built-in pentest engine, signed evidence bundles, 600+ API endpoints. The decision layer your security stack is missing.

A corpus of business policies

ImpactFlow is a Python Library for decision modeling based on causal decision models - in which levers and external factors of decisions feed into outcomes.

List of articles, blogs, publications focusing on Machine Intelligence, Decision Intelligence

Assess startup ideas, simulate 100 virtual companies, and turn uncertainty into experiments and execution plans.

Sharing stuff

Legal Decision Operating System — Deterministic FSM-based Decision Intelligence Infrastructure with SSOT, Zero Inference, Fail-Closed, Live Evidence

Professional Python project using signal design for continuous intelligence.

Professional Python project using Polars and rolling monitoring for continuous intelligence.