“AI-Ready Data Products: Extending Data Contracts and Semantic Layers for LLM and Agent Consumption”, IJCTEC, vol. 8, no. 4, pp. 11214–11224, Jul. 2025, doi: 10.15680/IJCTECE.2025.0804024.