📖 How to Use This Portal

• Dashboard Tab: View MasterChoice retail KPIs and interact with the main chat agent
• Agent Tabs: Each tab features a Q Topic (left) for visual analytics and a Chat Agent (right) for conversational AI
• Ask Questions: Try queries like "Show me top products by revenue" or "What are the sales trends?"
• Generate Visuals: The Q Topic can create charts and graphs based on your questions
• Chat with Agents: Get insights and recommendations from MasterChoice's specialized AI agents

🤖 Meet the AI Agents

Each agent has a specific role and tone tailored for their domain:

• 💰 Sales Agent: Analyzes revenue trends, product performance, and sales metrics with a results-driven, business-focused tone
• 📦 Inventory Agent: Monitors stock levels, supply chain efficiency, and logistics with a detail-oriented, operational tone
• 📣 Marketing Agent: Evaluates campaign performance, ROI, and customer engagement with a creative, growth-minded tone
• 🔮 Demand Forecast Agent: Predicts future demand patterns and seasonal trends with an analytical, forward-looking tone
• 👥 Customer Insights Agent: Understands customer behavior, preferences, and satisfaction with an empathetic, customer-centric tone

🛠️ AWS Services Used

This portal leverages the following AWS services:

• Amazon QuickSight: Dashboards, Q Topics for visual Q&A, Chat Agents for conversational BI
• Amazon S3: Static website hosting
• Amazon CloudFront: CDN for fast global delivery
• AWS Lambda + API Gateway: Backend API for embed URL generation

🔗 About This Portal

📂 Based on AWS Sample:
sample-amazon-qbusiness-and-quicksight-for-retail-intelligence

Customized by Digital Action Lab