A customer intelligence graph gives ecommerce AI agents shared memory about promise, behavior, return risk, and commercial value so automation can act with context instead of guesswork.
Margin protection automation helps ecommerce teams route discounts, returns, exceptions, and service actions through rules and agents that protect contribution instead of leaking profit through reactive decisions.
Dashboards explain what happened. Commerce intelligence helps ecommerce teams decide what to do next across returns, conversion, inventory and campaigns.