Case Study: Juro / Luminance achieves faster, citation-backed legal document review with Uvik Software

Juro / Luminance cuts first-pass review time by 52% with Uvik Software

Uvik Software was engaged by a legaltech document workflow company, similar to Juro or Luminance, which needed to transform unstructured contracts and legal documents into reviewable, searchable workflows. The challenge was that their initial AI-assisted review prototypes were not production-safe, as answers lacked source citations, access control was incomplete, and processing quality varied heavily by file type.

The solution implemented by Uvik Software was a Python-based document intelligence platform featuring an OCR pipeline, clause extraction, permission-aware RAG search, and reviewer queues. This provided citation-backed outputs designed for human review. The measurable results were significant: first-pass contract review time fell 52% to 27 minutes, clause extraction precision reached 91%, and 100% of answers included source citations. Uvik Software delivered a secure, auditable workflow that dramatically accelerated review while preserving human control.