The rising demand for adaptive automation necessitates more than off-the-shelf tools; it requires distinct AI platforms precisely aligned with a business's particular needs. Designing bespoke AI is a complex undertaking, requiring close cooperation between AI specialists and the client to fully understand the operational environment. This methodolo