# Use Cases Overview

VectorBoard solves three critical problems that AI developers face daily:

1. **🔍 Debug RAG Retrieval Failures** - Understand why your RAG system retrieves wrong documents
2. **🧠 Monitor AI Agent Memory Drift** - Prevent agent memory degradation before users notice
3. **🎨 Choose the Right Embedding Model** - Find the best model for your specific data in minutes, not weeks

Each use case provides immediate, actionable value with clear time and cost savings. Let's dive into each one.