Make experiences more relevant

Use existing customer and campaign signals to guide a more useful next response, offer, or step without removing operator review.

• Start with a customer-facing moment where relevance can be checked by an operator.
• Use only the customer signals needed for the decision and document their allowed use.
• Compare suggested responses or offers with the current process before expanding the scope.

Use the linked playbook to turn this idea into a narrow, reviewable operating step. Keep a named owner, document the decision boundary, and pause when the workflow behaves differently than expected.