{"id":3886,"date":"2023-03-07T09:00:30","date_gmt":"2023-03-07T09:00:30","guid":{"rendered":"https:\/\/beta74.thewebsitepreview.com\/wavicle\/dev\/?p=3886"},"modified":"2025-11-18T08:17:14","modified_gmt":"2025-11-18T08:17:14","slug":"retail-cpg-leader-accelerates-data-pipeline-to-maximize-post-purchase-revenue","status":"publish","type":"post","link":"https:\/\/beta74.thewebsitepreview.com\/wavicle\/dev\/case-studies\/retail-cpg-leader-accelerates-data-pipeline-to-maximize-post-purchase-revenue\/","title":{"rendered":"Retail\/CPG Leader Accelerates Data Pipeline to Maximize Post-Purchase Revenue"},"content":{"rendered":"<h2><span data-contrast=\"auto\">Incomplete customer journeys leave money on the table<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">Customer experience and relationships heavily influence buying decisions and revenue streams. Having access to real-time and reliable customer data allows companies to delight customers at scale and capitalize on their actions to guide customers towards buying decisions, creating opportunities for success. Challenges arise, however, when data is slow to access, making it difficult to reach customers at the right time and deliver the best customer experience.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">A retail\/CPG leader in the music industry was looking for a way to improve their customer lifetime value by upselling and cross-selling products across their product suite. The company wanted to leverage their extensive customer data to connect customers with sales specialists to aid in post-purchase support. Their existing workflow and data pipeline lacked the efficiency and speed to initiate relevant and timely communications with their customers. The inability to connect the right person to the right specialist at the right time caused them to lose out on post-purchase opportunities for buyers and accurate analysis of post-purchase behavior.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<h2><span data-contrast=\"auto\">Stream-processing platform makes real-time data a forte<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">The company reached out to Wavicle Data Solutions to maximize the efficiency of their data flow. The existing pipeline started from the point of sale, where data would first be imported into the company\u2019s CRM and customer data platform (CDP) at the time of purchase, then would be sent to Amazon Connect.<\/span><\/p>\n<p><span data-contrast=\"auto\">To improve the speed and scalability of the data pipeline process, we implemented Confluent Kafka, a high-performance data stream processor, into this workflow. Kafka takes customer information from the point of sale and then applies rules-based logic to the data to be used for call routing via DynamoDB and Lambda functions. This allows for quick, low-latency transfers of data even while using the company\u2019s existing data architecture, removing the need for restructuring. The overall architecture is also set up to adhere to business rules such as avoiding national do-not-call lists, avoiding calling customers outside the United States, and avoiding calling outside business hours. These rules ensure that the right customers are engaged by the relevant specialists.<\/span><\/p>\n<p><span data-contrast=\"auto\">We seamlessly integrated the solution into the next steps of the workflow in Amazon Connect, which initiates an outbound call immediately after a purchase to connect the customer directly with a specialist agent. These agents address the customers\u2019 questions about the product that they purchased and offer to help with product set-up and in-store resources to improve their experience. Above all, this pipeline allows agents to seize opportunities to guide customers toward additional buying decisions.<\/span><\/p>\n<h2><span data-contrast=\"auto\">Solutions optimize engagement tempo<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/h2>\n<p><span data-contrast=\"auto\">This improved workflow not only gives the company\u2019s marketing and sales teams fast access to real-time, actionable customer information but also allows them to re-engage customers at the perfect time after their purchase. With a newly supercharged data pipeline, the company is now capable of engaging with customers at ideal moments with increased bandwidth. Using specialist agents, the company can easily upsell and cross-sell products effectively.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Wavicle\u2019s data consultants helped unlock and maximize an instrumental step in the buyer\u2019s journey that creates lasting lifetime value, delivering an industry-leading customer experience. Successful businesses are driven by customer satisfaction and delight, and real-time data pipelines ensure that customers are both catered to and cared for after their purchase, allowing access to additional revenue.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Migrated 550+ Tableau dashboards to QuickSight using EZConvertBI, achieving 80% automation, 60% time savings, and seamless collaboration under tight timelines and data constraints.<\/p>\n","protected":false},"author":2,"featured_media":5242,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[150,77,133,54,72,95],"tags":[],"class_list":["post-3886","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-amazon-dynamodb","category-architecture-engineering","category-aws-lambda","category-case-studies","category-data-management","category-technology","entry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.0 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Retail Leader Accelerates Data Pipeline to Maximize Revenue<\/title>\n<meta name=\"description\" content=\"See how a retail\/CPG leader optimized their data pipeline for faster insights and increased post-purchase revenue with Wavicle\u2019s expertise.\" \/>\n<meta name=\"robots\" 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