Before AVM
- Design inputs shifted constantly, making planning slow and reactive
- Extenal infrastructure lagged behind fab demands
- Circularity targets were ambitious and high risk
- System sting lacked alignment with actual needs
- Teams operated on fragmented data and asssumptions
After AVM
- What-if reclaim assessments were 8x faster, enabling proactive design
- Digital twin simulations enabled smart management of >8 MGD wastewater load
- Water management strategy drove >80% reuse rate
- Analysis revealed planned capacity was 150% more than required
- Centralized modeling unified stakeholders and enabled fast, aligned decisions
FTD enabled faster, smarter infrastructure decisions-reducing risk, preventing costly rework,