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 ）

KWeaver provides the tools to structure enterprise knowledge. Its open-source Ontology Engine builds, indexes, and queries a specialized knowledge network. You can embed this engine into any AI application to enable decision intelligence.

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.

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

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

Sharing stuff

A principal-level framework for governing AI-assisted decisions with accountability, auditability, and risk controls.

A decision-intelligence framework for identifying and reducing preventable customer harm using complaints data.

Analytical framework for structuring, classifying, and extracting actionable insights from customer complaints, with a focus on root causes, decision quality, and avoidable escalations.

Lifecycle-based analytics of auto-renewal policies, analysing customer awareness, timing risk, escalation drivers, and preventable complaint patterns.

An agent with an executive function. Metis uses a core reasoning matrix to decide how to think, dynamically creating its own perceptual faculties for each problem. This is a new architecture for building autonomous agents whose strategy and identity emerge directly from a symbolic protocol.

Explainable decision intelligence for healthcare waiting list management using policy-aligned analytics and ethical design.

Research-driven blockchain system for transparent, tamper-evident audit logging of critical decisions, combining on-chain integrity proofs with off-chain analytics and dashboards.

A research-grade, regime-aware decision intelligence prototype for portfolio allocation, integrating market state detection, adaptive alpha models, and fund-grade evaluation metrics.

Decision Intelligence System integrating XGBoost + Pyomo-CBC to minimize freight cost & delays across 37 logistics hubs.

A recursive learning engine that ingests operational metadata (CSV), detects novel patterns, filters out noise, and outputs continuously refined predictions.

A business-first churn early-warning case study using behavioral signals, cohort logic, and decision intelligence for SaaS retention teams.

This repository outlines the high-level and component-level architecture for Taurion, an Agentic platform for private markets.