Artificial Intelligence–Enabled Pharmaceutical Formulation and Drug Delivery: An Integrated Review of Formulation Technologies, Phytopharmaceuticals, and Oncology Applications

Abstract

Recent advances in pharmaceutical sciences demonstrate a strong convergence of formulation technology, phytopharmaceutical development, nanomedicine, and artificial intelligence (AI). This review integrates published research spanning taste masking technologies, quality-by-design (QbD)–based formulations, 3D printing, nanostructured drug carriers, phytoconstituent extraction, and AI-driven drug delivery and oncology applications. Emphasis is placed on how AI and data-driven approaches are reshaping formulation development, personalized medicine, cancer therapeutics, and healthcare decision-making. The paper also highlights recent trends, patents, and future prospects in intelligent pharmaceutical product development.

Keywords: Artificial intelligence, Drug delivery systems, Quality by Design, Phytopharmaceuticals, Nanomedicine, Oncology, Personalized medicine