Back to Case Studies
LLMRAGDocument AI4 months
Document Intelligence (OCR, Extraction, RAG)
Turn PDFs into structured data and searchable knowledge with citations.
Challenge
Manual processing of documents with noisy OCR, repeated templates, and layout edge cases slowed operations.
Solution
OCR with layout-aware parsing, schema extraction to structured JSON, entity validation, and a RAG layer with citations and confidence gates.
Results
Structured extraction for downstream workflows
Search and Q&A over internal document sets
Auditable responses with source citations
Tech Stack
PythonTesseractDocTRLayoutLMPostgreSQLQdrantFastAPINext.js
Planning a production ML initiative?
Tell us what you want to automate or improve and we'll propose a clear, practical plan.
Request a Call