From Raw Documents to AI-Ready Data — Leo Platzer & Jeff Koss
Collibra-acquired DZee Labs targets the POC-to-production gap for enterprise unstructured data RAG pipelines
“we didn't have unstructured data, and that's where DZee shines”
DZee Labs (acquired by Collibra) presented a vendor demo at AI Engineer showing how their data curation tooling helps enterprises filter and redact millions of unstructured SharePoint documents before ingesting them into AI chatbots. The talk uses a manufacturing company legal-chatbot scenario to illustrate common enterprise RAG pain points: document relevance filtering, PII redaction, and moving pilots into production. While the problem is real and widespread, this is primarily a product pitch rather than an original research or industry-shifting announcement.