The Problem We Saw After spending 8+ years in debt collection operations in Saudi Arabia, managing teams and building systems from the ground up, one pattern became impossible to ignore: companies were drowning in repetitive customer communication. Every growing business hit the same wall — more customers meant more support agents, higher costs, inconsistent quality, and slower response times. When AI tools like ChatGPT exploded onto the scene, many Saudi enterprises saw the