The rising demand for smart automation necessitates more than off-the-shelf tools; it requires specialized AI solutions precisely aligned with a business's particular needs. Designing bespoke AI is a complex undertaking, requiring close collaboration between AI experts and the client to fully appreciate the operational environment. This methodology