Defeating the 250,000 Comparison Wall: AI-Assisted Entity Resolution Case Study

Manual data reconciliation across disparate systems creates a massive cognitive bottleneck, leading to inevitable human error and mental exhaustion. This case study demonstrates how Claude Code can rapidly build deterministic pipelines that automate complex entity resolution, shifting high-stress expert tasks into scalable, team-wide workflows.