Traditional automation systems , while effective for high volume jobs with consistent processes , often fall short in meeting the dynamic requirements of smaller manufacturers or job shops specializing in small batch production runs. Recognizing these challenges, we have developed the Ai5x | Smart Assistant , a groundbreaking perspective that addresses the unique needs of low volume high mix production and empowers small batch manufacturers with flexibility, accessibility and control over their automation processes.