OpenElections has been using Google's Gemini LLM to convert image PDFs of election results into CSV files, overcoming the limitations of traditional data entry and commercial OCR software. The system has shown high accuracy in processing complex layouts from various counties, allowing for efficient data extraction while maintaining the need for manual verification. Despite challenges with large documents, the use of LLMs has significantly accelerated the data conversion process.