One of India’s leading food manufacturers, recognized for a diverse range of RTE foods, beverages, and traditional products, faced persistent quality challenges on a newly commissioned gravy production line. The existing mixing approach using tank-mounted agitators and manual intervention was unable to deliver a uniform texture across batches, particularly with cooked vegetables, spices, powders, and hot liquids. Inconsistent blending and long process times were harming throughput and product quality, prompting a search for a more capable and scalable mixing solution.