Deploy agents that maintain deep customer context across every touchpoint, bridge storefront demand with warehouse management, and optimise conversions at scale.
Acquisition costs ↓up to 50%; revenue ↑5–15%; marketing ROI ↑10–30%
↓15% logistics costs, ↓35% inventory, ↑65% service levels
Time to Resolution ↓2.4 days (9.86%) within the first year
Personalisation revenue lift often 10–15% (5–25% range)
Impact ranges are drawn from published benchmarks, peer-reviewed studies, and case studies; outcomes vary by process design, data readiness, and adoption.