Case Studies
We delivered 74% ROI for a Global Pet Care Leader with AI-driven Bundling


ADA delivered 74% ROI for a global pet care leader through AI-driven bundling strategies that optimized product mixes and increased sales. Discover more!
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A top global pet care brand allowed each distributor to create their own product bundling schemes, leading to inconsistent offers, poor targeting, and low ROI from promotions. With no centralised view of order and product-level data, bundling strategies lacked insight into customer preferences and failed to maximise returns.
Our AI-powered platform transforms fragmented data into a cohesive, intelligent strategy, as demonstrated by our partnership with a leading pet care brand. Here is how our solution optimises product bundling to maximise ROI and align business operations.
The first step was to address the challenge of decentralised and fragmented data. Using the ADA Data Accelerator Platform, we unified all order and product-level data from various markets and distributors into a single source of truth. This critical process not only provided a consolidated view but also enabled us to move beyond gut-feel decisions. The platform's AI capabilities then analysed this data to uncover hidden insights into product affinity and customer buying patterns by country and segment, revealing which combinations actually resonated with consumers.
With a centralised view and deep insights, our solution developed a custom product recommendation algorithm. This algorithm identified the most high-performing bundle combinations, providing a data-backed blueprint for success. By standardising the bundling strategy, we were able to limit combinations to only those with proven high-affinity flavours per country. This eliminated mismatched bundles and ensured that every offer was tailored to actual customer preferences, directly addressing the core challenge of inconsistent promotions.
The final phase was to ensure the new strategy was both adopted and sustained. We implemented ROI tracking dashboards that provided a clear, real-time view of each bundle’s performance over time. This transparency enabled the brand to monitor its returns and make informed decisions. Crucially, we aligned all distributors on the new, data-backed bundling rules. This ensured consistent execution across all markets, transforming the brand's promotional approach from a fragmented, low-ROI activity into a highly profitable and disciplined operation
Project ROI
ROI Uplift on the budget spent for bundles



M1 needed to rethink how customers pre-ordered the Samsung Galaxy S25. The traditional experience of long queues, complex forms, and multiple customer service calls wasn't delivering the seamless journey their customers expected from a leading Singapore telco.
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A top global pet care brand allowed each distributor to create their own product bundling schemes, leading to inconsistent offers, poor targeting, and low ROI from promotions. With no centralised view of order and product-level data, bundling strategies lacked insight into customer preferences and failed to maximise returns.
Our AI-powered platform transforms fragmented data into a cohesive, intelligent strategy, as demonstrated by our partnership with a leading pet care brand. Here is how our solution optimises product bundling to maximise ROI and align business operations.
The first step was to address the challenge of decentralised and fragmented data. Using the ADA Data Accelerator Platform, we unified all order and product-level data from various markets and distributors into a single source of truth. This critical process not only provided a consolidated view but also enabled us to move beyond gut-feel decisions. The platform's AI capabilities then analysed this data to uncover hidden insights into product affinity and customer buying patterns by country and segment, revealing which combinations actually resonated with consumers.
With a centralised view and deep insights, our solution developed a custom product recommendation algorithm. This algorithm identified the most high-performing bundle combinations, providing a data-backed blueprint for success. By standardising the bundling strategy, we were able to limit combinations to only those with proven high-affinity flavours per country. This eliminated mismatched bundles and ensured that every offer was tailored to actual customer preferences, directly addressing the core challenge of inconsistent promotions.
The final phase was to ensure the new strategy was both adopted and sustained. We implemented ROI tracking dashboards that provided a clear, real-time view of each bundle’s performance over time. This transparency enabled the brand to monitor its returns and make informed decisions. Crucially, we aligned all distributors on the new, data-backed bundling rules. This ensured consistent execution across all markets, transforming the brand's promotional approach from a fragmented, low-ROI activity into a highly profitable and disciplined operation
Project ROI
ROI Uplift on the budget spent for bundles
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