08:00
2026-06-16
pub.towardsai.net
large-language-models
Practical Breakdown of the Value of the Semantic Layer for AI Agents: Results of A/B Testing
An A/B test by DataForge on a Fashion Retail database found that adding a semantic layer improved LLM-generated analytical answer quality by 19%, from 7.27 to 8.67 out of 10. Without semantic context,…