Case Study: an oil and gas company boosts data extraction accuracy with Infrrd's AI-enabled platform

Infrrd’s AI-enabled Platform Reshaping the Future of the Oil and Gas Industry

Oil and Gas Company was struggling to extract accurate information from complex engineering drawings and piping and instrumentation diagrams. Conventional OCR could not reliably handle 90-degree text, tables, symbols, varying layouts, and cross-references, which led to manual validation, classification errors, and reduced efficiency and performance.

Infrrd implemented its AI-enabled Intelligent Document Processing platform to ingest, pre-process, classify, extract, validate, aggregate, and integrate data from these schematics. The solution used machine learning, computer vision, NLP, and predictive analytics to improve accuracy, remove noisy characters, and automate cross-referencing, helping Oil and Gas Company process documents in seconds with more than 90% data accuracy and faster turnaround times.