Modernizing accounts payable (AP) is challenging due to unstructured data in supplier invoices and purchase orders, often relying on inefficient manual or brittle OCR methods. Adaptive Document AI, utilizing API-first processing, offers a scalable solution to automate matching, overcoming the limitations of rigid legacy systems.
This paper presents a microservice architecture for operationalizing document understanding pipelines, combining OCR and Large Language Models for structured field extraction at production scale. It details key design decisions like asynchronous processing and independent scaling, noting OCR's dominance in end-to-end latency.
A equipe OpenDataLoader publicou os resultados completos de seu benchmark, apresentando seu parser de PDF open source como o número 1 em desempenho real. O OpenDataLoader oferece modos híbrido e baseado em regras, demonstrando velocidade e qualidade superiores em comparação com outros 12 parsers.