Posts by Lathika Devanand

From 4 Minutes to 2: Building a Desktop HITL Assistant for SharePoint Vendor Validation

Introduction / Issue  Anyone who has supported a Human-in-the-Loop (HITL) validation workflow knows the friction: an AI model extracts invoice data, a human validator must confirm every field against the…

Read More

Seeing Inside the Black Box: Building a Visualizer for RAG Chunks

Introduction / Issue  Anyone who has worked with a Retrieval-Augmented Generation (RAG) pipeline has run into the same frustrating moment: the model returns an answer, and somewhere behind it a…

Read More