Before

• - 2-week manual cycle every month
• - Manual supplier data extraction
• - Complex, error-prone Excel calculations
• - 5-person team validation required

After

• - 2-day automated cycle
• - Automatic data import
• - AI suggestions in minutes
• - Simplified 1-click validation