Enterprise GraphRAG: Grounding Technical Data with Knowledge Graphs and Ontologies

How ALLTIPLY built a custom Enterprise Knowledge Graph & GraphRAG Platform for a $450M medical device manufacturer.
Enterprise GraphRAG: Grounding Technical Data with Knowledge Graphs and Ontologies
industry
Medical Technology & Healthcare
location
Solutions
Knowledge Systems & Graph Engineering
Problem
3.5 hours average per regulatory lookup, 38% error rate with basic AI search.
Solution
4 seconds average lookup time, 0.4% error rate, 100% verified document citations.

Executive Summary

A global medical technology manufacturer had over 85,000 technical specifications, FDA filings, and engineering change orders. Standard vector search had a 38% error rate because it could not trace dependencies across parts, suppliers, and regulatory filings.

ALLTIPLY built a structured Enterprise Knowledge Graph that links parts, suppliers, and FDA filings into an interconnected map of company knowledge.

Business Results

  • Regulatory Lookup Time: Reduced from 3.5 hours to 4 seconds.
  • Factual Error Rate: Dropped from 38% down to 0.4% with 100% verified document citations.
  • Audit Clearance: Clean FDA inspection with instant component-to-filing lineage.