In the mystical backdrop of a drought-stricken village plagued by mysterious deaths, a reluctant cab driver Raju (Mahesh Babu) becomes an unexpected savior. When a dying man entrusts him with a sacred mission to rescue the village from evil, Raju is pulled into a conflict between divine destiny and human greed. As he uncovers a deadly corporate conspiracy led by a ruthless tycoon (Prakash Raj), Raju is forced to confront danger, embrace his fate, and rise as a protector. Blending sharp humor, riveting action, and philosophical undertones, Khaleja delivers a powerful tale of faith, fate, and reluctant heroism.