ZETA’s Mechanical Engineering department uses AVEVA as the backbone of pharmaceutical projects and has expanded its capabilities step by step. Early automation attempts in drawing creation ISO generation and design tools often failed or produced unexpected results but every challenge became a learning opportunity. Through iterative development with PML C# Jira and Git and the integration of third party AI the team turned failures into robust solutions that reduce errors accelerate reviews and scale globally.