Challenge
A leading $100Bn+ enterprise identified that AI-driven retail message campaign optimization presented a significant revenue and customer engagement opportunity, as well as significant cost savings opportunity. However, two critical challenges emerged in implementation:
First, the scale and complexity of their operations was a major hurdle. Managing a total of over 100M users across diverse service lines made personalization technically challenging. Second, the traditional experimentation process required extensive coordination across multiple departments: data, data science, marketing, and copywriting teams.
The scale of the conglomerate's organizational complexity extended project timelines and limited the ability to rapidly test and learn.
Solution
Coframe partnered with this enterprise to implement a data-driven personalization strategy for fashion, grocery, consumer electronics, and gift card campaigns. The process began with segmentation analysis using existing customer data to identify high-value user groups.
Coframe's personalization system combined AI with expert oversight to generate targeted messaging for each segment. The system automatically validated all content against brand guidelines for retail while maintaining the personalized approach that drove engagement, taking into consideration previous purchase behavior, demographics, and strategic goals, such as cross-selling. All messaging passed both Coframe's compliance checks and their internal approval processes.
The experimental framework delivered compelling results: an average 68% improvement in click-through rates across all segments for these retail campaigns compared directly with in-house copy. Beyond immediate performance gains, the initiative provided valuable insights into customer communication preferences and clear indicators of effective messaging strategies. These insights about both successful and unsuccessful approaches proved particularly valuable for future optimization.
Results
The success of the initial implementation has led to further adoption of the enhanced notification system.
Based on these outcomes, the conglomerate has initiated expansion of the Coframe solution into their hotel and consumer insurance subsidiaries, demonstrating the scalability and versatility of the personalization framework across different business units.
