Beyond PDF Parsing: What Actually Fails at Scale

This article reveals that PDF parsing is not the primary failure point in large-scale document processing systems. Instead, error taxonomy design, inter-document coordination, and Vision LLM technical constraints are the actual bottlenecks. The insights demonstrate that system architecture and orchestration matter far more than technology selection in handling massive document workloads.