OCR Benchmarking Methodology for Production Document Types
Field-level accuracy matters more than overall OCR scores in production environments.
Lieselotte Brandt
Contributing Writer
Lieselotte Brandt
Based in Berlin, Lieselotte reported on enterprise software adoption for a German-language trade publication for six years before moving to English-language technical media. She specializes in tracing how data moves between systems and the trust breakdowns that emerge across organizational boundaries.
4 stories
File Intake Architecture for High-Volume Document Pipelines
Silent failures in intake compound quietly across thousands of documents before anyone notices.
Lieselotte Brandt
Table Extraction From PDFs and Scanned Documents
PDFs store tables as positioned text, not structure, making extraction an inference problem.
Lieselotte Brandt
Detecting Extraction Model Drift in Production Pipelines
Per-field monitoring catches silent accuracy losses that document-level metrics miss.
Lieselotte Brandt