The rising demand for smart automation necessitates more than off-the-shelf software; it requires specialized AI platforms precisely aligned with a business's specific needs. Designing bespoke AI is a complex undertaking, necessitating close collaboration between AI specialists and the client to fully grok the operational environment. This methodol