{"id":3927,"date":"2022-11-29T10:03:47","date_gmt":"2022-11-29T10:03:47","guid":{"rendered":"https:\/\/beta74.thewebsitepreview.com\/wavicle\/dev\/?p=3927"},"modified":"2025-11-18T08:27:25","modified_gmt":"2025-11-18T08:27:25","slug":"travel-center-operator-accelerates-access-to-data-and-insights-with-aws-glue","status":"publish","type":"post","link":"https:\/\/beta74.thewebsitepreview.com\/wavicle\/dev\/case-studies\/travel-center-operator-accelerates-access-to-data-and-insights-with-aws-glue\/","title":{"rendered":"Travel Center Operator Accelerates Access to Data and Insights"},"content":{"rendered":"<h2>Addressing the company\u2019s demand for fast access to store-level inventory data<\/h2>\n<p>This travel center operator serves millions of road warriors across the country each day, with a mission to make the road experience the best it can be.<\/p>\n<p>The company must optimize the inventory in each of its locations to satisfy everyone, from the professional truck driver to the family traveler.<\/p>\n<p>That\u2019s why the data-driven organization teamed with Wavicle Data Solutions to modernize its store-level reporting. Together, we built new batch and real-time reporting solutions using Amazon Web Services (AWS), which today provides store managers with the most updated information possible to track and manage store inventory and ensure the right products are available when they are needed.<\/p>\n<h2>Slow data detours store managers<\/h2>\n<p>The client processes 33 different types of transactional files from point of sale (POS) systems at gas pumps, restaurants, and markets across more than 1,000 locations every day.<\/p>\n<p>Each night, this data would be consolidated in an on-premises data warehouse so store-level reports could be sent back to store managers the next day. They need this data to identify store trends, understand supply and demand, and make shelf-stocking decisions.<\/p>\n<p>But this system was slow, and store managers wouldn\u2019t receive their reports until the middle of the next day. By this time, they would already have done a manual assessment of inventory.<\/p>\n<p>The company attempted a cloud-based workaround to get data from the on-prem data warehouse to store managers faster, but this solution couldn\u2019t scale across all stores, resulting in ongoing reporting delays and sometimes no reporting at all. Additionally, it was a costly solution to maintain.<\/p>\n<h2>The journey from on-premises to AWS; AWS Glue powers fast data integration<\/h2>\n<p>This client knew that an AWS infrastructure would deliver the scalability and speed it was looking for, but they needed expert assistance to architect and migrate to a new solution.<\/p>\n<p>The travel center operator teamed with Wavicle, an AWS Advanced Tier Consulting Partner with a focus on cloud data and analytics solutions.<\/p>\n<p>Wavicle worked with the client to architect a \u201cfuture-proof,\u201d two-pronged solution built in the cloud from the ground up, giving store managers fast access to daily batch reports as well as real-time insights.<\/p>\n<p>The solution leverages an Amazon Aurora database along with AWS Glue, Amazon Kinesis, AWS Lambda, and Amazon Elastic Container Service (ECS), which aid in real-time processing and self-service insights.<\/p>\n<p>A key component of this solution is AWS Glue, a serverless data integration service, that enables the solution to quickly ingest the varied types of transactional data from the company\u2019s many store locations, so it is available for analysis by store managers within minutes.<\/p>\n<h3>Results<\/h3>\n<p>This new solution accelerates\u202fthe client\u2019s access to data and insights for decision-making and provides the scalability\u202fthe retail oil and gas company\u202fneeds to easily bring new stores into the environment.<\/p>\n<p>Store managers now have two ways of managing store inventory and operations. A daily batch reporting solution provides inventory data within just 20 minutes of store closing time. In addition, a dashboard solution provides real-time, self-service insights about store sales so managers can identify trends and anomalies quickly.<\/p>\n<p>Using AWS Glue a fully managed ETL service that provides a serverless Apache Spark environment, the company minimizes the maintenance demands and cost of the solution.<\/p>\n<h3>ABOUT WAVICLE DATA SOLUTIONS<\/h3>\n<p>Wavicle Data Solutions specializes in rapid delivery of data and analytics solutions. We help clients leverage cloud-native technologies to capture, analyze, and share growing volumes of data for advanced analytics, machine learning, and artificial intelligence. Our mission is to enable fast access to data by combining automation with deep technical expertise, strong industry knowledge, and flexibility. Our value is helping enterprises imagine new ways to manage costs, increase sales, and become more efficient.<\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7775\" src=\"https:\/\/wavicledata.com\/wp-content\/uploads\/2022\/08\/tiered-badge.png\" alt=\"AWS Advanced Tier Service Partner\" width=\"120\" height=\"120\" \/>\u00a0 \u00a0\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7776\" src=\"https:\/\/wavicledata.com\/wp-content\/uploads\/2022\/08\/travelandhospitalitycompetency.png\" alt=\"AWS Travel &amp; Hospitality Services Partner\" width=\"120\" height=\"120\" \/>\u00a0\u00a0 \u00a0<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7769\" src=\"https:\/\/wavicledata.com\/wp-content\/uploads\/2022\/08\/MAP_Badge.png\" alt=\"AWS Migration Services Partner\" width=\"120\" height=\"120\" \/>\u00a0 \u00a0\u00a0<img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-7773\" src=\"https:\/\/wavicledata.com\/wp-content\/uploads\/2022\/08\/redshift-sdp.png\" alt=\"Amazon Redshift Delivery Partner\" width=\"120\" height=\"120\" \/><\/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":5243,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[149,77,140,136,133,88,76,87,83,54,72,86,95],"tags":[],"class_list":["post-3927","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-amazon-ecs","category-architecture-engineering","category-aws-aurora","category-aws-glue","category-aws-lambda","category-bi-reporting-visualizations","category-build-migrations","category-business-analytics","category-business-intelligence-insights","category-case-studies","category-data-management","category-real-time-analytics","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>Travel Center Operator Speeds Data Access with AWS 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