Quotation, Document Comparison & Semantic QA Engine
Analyze, contrast, and query similar documents side-by-side. Upload multiple supplier quotations, draft agreements, or product datasheets to immediately compare prices, delivery terms, and perform high-speed semantic QA searches across all of them at once.
How Document Comparison & QA Works
Learn how our AI agent matches quotation structures, compiles matrices, and answers semantic queries.
1. Upload Quotes
Upload multiple supplier quotes, PDFs, or contracts into the Knowledge Brain workspace.
2. Semantic Parse
Our pipeline chunks the text into logical paragraphs and vectorizes them using semantic embeddings.
3. Compare Side-by-Side
Generate comparison tables comparing warranties, delivery schedules, and price totals side-by-side.
4. Ask QA Questions
Perform natural language QA searches across documents with highlighted citations.
Quotation Comparison
Compare supplier pricing tables, warranty terms, and shipping delays side-by-side with zero manual extraction.
Document Comparison
Track variances, missing clauses, and liability exposures across multiple version drafts or vendor files simultaneously.
Semantic Q&A Engine
Query terms across your entire Knowledge Brain using natural language, returning structured verified quotes.