AI & Predictive Analytics: Enables faster, data-driven decisions and disruption response—but requires high-quality, structured data and change management to succeed
Control Towers & Visibility Platforms: Improve real-time tracking, collaboration, and responsiveness—but can be costly to implement and underdeliver without clear use cases
Automation & RPA: Reduces manual workload and improves order accuracy—but may struggle with complex exceptions and requires strong process standardisation