AI & Data BLV Digital team April 28, 2026 7 min read

RAG for enterprise knowledge: Where to begin

From document hygiene and access control to quality evaluation before an AI assistant reaches production.

RAG for enterprise knowledge: Where to begin

From document hygiene and access control to quality evaluation before an AI assistant reaches production.

Context

This article explains how BLV Digital approaches the problem from business requirements and operational risks to an appropriate architecture.

Delivery principles

We prioritize measurable outcomes, incremental delivery, and complete handover so the system can keep evolving sustainably.

BLV Digital team
BLV Digital team
Solution Engineering

Practical notes from the team designing, building, and operating software systems at BLV Digital.