The Dream of Perfect Reproducibility If you’re building products that extract structured data from unstructured documents—like we do at Unstract—you’ve probably had this thought: “Why can’t I get the exact same JSON output every time I process the same invoice through my LLM pipeline?” It’s a fair question, and one that keeps many of us up at night. Here’s the thing: when you’re processing thousands of documents with virtually unlimited format variations—invoices from different vendors, contract...