Applications and Tools of Artificial Intelligence in Analytical Method Development by HPLC

Manepally, Anupama and Narimela, Manohar and Puli, Sowjanya and Meesa, Manisha and Prasad. S, Shiva and Daram, Sushma Reddy (2025) Applications and Tools of Artificial Intelligence in Analytical Method Development by HPLC. International Journal of Science and Research Archive, 15 (1). pp. 811-826. ISSN 2582-8185

High-Performance Liquid Chromatography (HPLC) is an advanced analytical technique used to separate, identify, and quantify components in complex mixtures. It operates by passing a liquid sample through a column packed with a stationary phase under high pressure, with a mobile phase acting as the carrier. The interaction between the sample components, stationary phase, and mobile phase leads to differential retention times, allowing effective separation. HPLC is widely applied in pharmaceuticals, environmental analysis, food safety, and biotechnology due to its high sensitivity, precision, and reproducibility. AI is revolutionizing the analytical method development process by offering intelligent tools that enhance efficiency, accuracy, and speed. By automating routine tasks, optimizing methods, and providing deep insights into complex data, AI is significantly improving how analytical scientists design and refine their testing and analysis methods across various industries, including pharmaceuticals, environmental monitoring, food safety, and beyond.