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 ）

Semantica 🧠 • Build AI systems that can explain, trace, and justify every decision. Knowledge graphs, context graphs, reasoning engines, provenance, and governance for production AI.

KWeaver Core is a harness-first foundation for enterprise decision agents. It turns fragmented data, knowledge, tools, and policies into governed context, safe execution, and verifiable feedback loops. With semantic modeling, real-time access, runtime control, and TraceAI, it helps AI systems reason, adapt, and act reliable in complex enterprises.

Simpack Pro 2.0: AI Investment Intelligence Platform 2026

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

The first open-source implementation blueprint for Intelligent AI Delegation. A deterministic runtime (DIR) and architecture for Responsibility-Oriented Agents (ROA) to bridge the gap between LLM reasoning and safe, auditable production execution.

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.

Queryable reasoning memory for AI agents. Six typed queries (why, tensions, blocked, whatIf, alternatives, counterfactual) over reasoning graphs. Vector stores remember what. FlowScript remembers why. TypeScript SDK + MCP server.

Deterministic decision-intelligence MCP server for AI agents — 17 tools (bandits/LinUCB, HiGHS LP/MIP, PageRank, Monte Carlo, CMA-ES, conformal). Sub-25ms. Zero LLM cost. 11 free, no key. Listed on the MCP Registry & Glama.

End-to-end logistics decision engine combining demand forecasting, simulation, and optimization to support data-driven planning under uncertainty.

Enterprise Decision Intelligence System — a real-time, AI-powered platform that ingests cross-system enterprise data, detects anomalies, finds root causes, and recommends explainable actions. Python/FastAPI + React + Claude. Grounded AI: the LLM never invents a number.

OPC（一人公司）每日决策情报 — AI-powered decision intelligence for one-person companies

Curated intelligence layer for generative and agentic AI, translating research into production systems | AditiKhare.com — AI Product Ecosystem

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.

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.

Open-source quant platform that proves the evidence behind every BUY/SELL decision.

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