How a semiconductor facility kept a new factory on schedule with a digital water model

Before AVM

• Unclear infrastructure needs and flow requirements during early planning
• Ramp milestones lacked water and waste visibility
• Regulatory demands felt Ilke a moving target
• Construction carried hidden risks and unknowns
• Engineering teams had limited decision-making tools

After AVM

• Accurate projections enabled successful city negotiations and kept the build on schedule
• Engineers simulated “what-If” ramp scenarios in-house using a digital twin
• Outfall quality projections supported confident discussions with local authorities
• Invisible issues were exposed and resolved before they became costly problems
• Digital model put the power to optimize directly in the engineers hands

FTD’S AWM led digital twin foresight exposed hidden risks, empowered engineers, and de-risked negotiations— aligning stakeholders early for a build that hit deadlines, budgets, and day-one performance.