Author

Aashna Sofat

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Preprint Aug 2026

Beyond Thresholds: A Quality-Aware Decision Intelligence Framework for Cold Chain IoT Systems

A Quality-Aware Decision Intelligence (QADI) framework combining three capabilities, hybrid modeling and LLM reasoning contribute distinct gains, while RAG retrieval mainly drives explanation quality, benchmarked against five baselines.

Aashna Sofat, B. Sodhi · 0 citations