数据与研究

enterprise-user-management-ai-analytics

reason-machines/data-skills

Enterprise user management system with AI-powered analytics for risk detection, burnout analysis, and predictive insights

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安装命令

npx skills add https://github.com/reason-machines/data-skills --skill enterprise-user-management-ai-analytics

SKILL.md

Enterprise User Management System with AI Analytics

Skill by ara.so — Data Skills collection.

Overview

Enterprise User Management System with AI Analytics is a full-stack application that combines user administration, task management, and support ticket handling with AI-powered insights. The system uses machine learning for risk detection, anomaly detection, burnout analysis, and predictive project insights to help organizations automate workflows and improve decision-making.

Architecture:

  • Frontend: React.js dashboard for admins and users
  • Backend: Node.js REST API with JWT authentication
  • ML Service: FastAPI service using scikit-learn and River for online learning
  • Database: MongoDB for data persistence

Installation

Prerequisites

Enterprise User Management System with AI Analytics

Skill by ara.so — Data Skills collection.

Overview

Enterprise User Management System with AI Analytics is a full-stack application that combines user administration, task management, and support ticket handling with AI-powered insights. The system uses machine learning for risk detection, anomaly detection, burnout analysis, and predictive project insights to help organizations automate workflows and improve decision-making.

Architecture:

  • Frontend: React.js dashboard for admins and users
  • Backend: Node.js REST API with JWT authentication
  • ML Service: FastAPI service using scikit-learn and River for online learning
  • Database: MongoDB for data persistence

Installation

Prerequisites