Introduction: Why Managing Data is Critical for AI Agent Evaluation


Reliable AI agent evaluation depends on consistent, high-quality, and traceable data across the lifecycle. Data management connects evaluation outcomes to real-world performance by ensuring reproducibility, versioning, and complete logging. Teams face recurring challenges: bias...