{"id":54198,"date":"2025-01-21T15:42:58","date_gmt":"2025-01-21T10:12:58","guid":{"rendered":"https:\/\/blazeclan.com\/studies\/blazeclan-modernized-data-architecture-for-a-customer-reducing-vendor-lock-in-and-data-pipeline-sla-with-aws-and-snowflake\/"},"modified":"2025-05-21T17:18:54","modified_gmt":"2025-05-21T11:48:54","slug":"blazeclan-modernized-data-architecture-for-a-customer-reducing-vendor-lock-in-and-data-pipeline-sla-with-aws-and-snowflake","status":"publish","type":"case_study","link":"https:\/\/blazeclan.com\/india\/studies\/blazeclan-modernized-data-architecture-for-a-customer-reducing-vendor-lock-in-and-data-pipeline-sla-with-aws-and-snowflake\/","title":{"rendered":"Blazeclan Modernized Data Architecture for a Customer, Reducing Vendor Lock-In and Data Pipeline SLA with AWS and Snowflake"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">About Customer<\/h2>\n\n\n\n<p>Customer is a fast-growing global restaurant company that operates across 32 countries with over 9,500 stores. With a mission to deliver exceptional food and a joyful eating experience, they manage 19 different restaurant brands. The company is dedicated to staying ahead in a competitive industry by embracing innovation and improving operational efficiency across its locations worldwide.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Challenge<\/h2>\n\n\n\n<p>Customer faced several challenges with its outdated legacy systems, which were hindering agility and slowing down innovation. Key business challenges included:\u00a0<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Lack of Self-Service Reporting<\/strong>: Business users lacked the ability to independently create reports and access real-time insights without relying heavily on IT teams. This resulted in delays and limited data-driven decision-making.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Fragmented Reporting<\/strong>: Existing reporting was based on Rolling Base KPIs, which only offered partial and incomplete views of the business. This led to inaccurate understanding of critical metrics and decision-making delays.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Gaps<\/strong>: There was no direct access to data from Non-Traditional Stores, creating significant gaps in business intelligence and preventing holistic analysis across all operations.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Inflexibility of Legacy Systems<\/strong>: The legacy system\u2019s rigidity and inefficiencies made it difficult to respond quickly to changing business needs, limiting the company&#8217;s ability to innovate and scale rapidly.\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Solution<\/h2>\n\n\n\n<p>Blazeclan conducted a detailed assessment of the customer\u2019s existing environment and proposed a Data Lake concept to address both current and future data needs of Customer.\u00a0<\/p>\n\n\n\n<p><strong>Key elements of the implemented solution include:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Audit and Migration: <\/strong>A comprehensive data audit was conducted, followed by the migration of POS and labor data to Snowflake, providing a scalable cloud-based platform for enhanced data management.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Global Data Model Rollout: <\/strong>A Global Data Model was deployed to standardize data definitions, KPIs, and metrics across the organization, ensuring consistency in reporting and decision-making.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Standardized Dashboards and Reports: <\/strong>Self-service dashboards were introduced, offering real-time KPI reporting at daypart and channel levels, empowering business users to make informed decisions independently.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Data Access and Quality Assurance: <\/strong>Direct access to data from non-traditional stores was implemented, along with email notifications for missing store files for a given day and predefined quality checks per store, improving data accuracy and availability.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Legacy Report Rationalization: <\/strong>Existing reports were migrated from the RAD system to Snowflake, streamlining the data pipeline and reducing reliance on outdated systems.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>End-to-End Documentation: <\/strong>Complete documentation was provided to ensure transparency and facilitate long-term maintenance.\u00a0<\/li>\n<\/ul>\n\n\n\n<p>This Data Lake-based solution addressed both immediate and long-term data needs, offering the organization a more agile, scalable, and future-proof data infrastructure.\u00a0<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Results<\/h2>\n\n\n\n<p>The new data architecture delivered the following key outcomes:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Reduced Vendor Lock-in<\/strong>: A 70% reduction in vendor lock-in by transitioning from RAD to Snowflake, enhancing flexibility.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Improved Data Pipeline Efficiency<\/strong>: A 30% reduction in SLA for data pipelines, speeding up information flow and decision-making.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Empowered Business Users<\/strong>: Real-time self-service dashboards and standardized reports enabled faster, data-driven decisions.\u00a0<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Enhanced Visibility<\/strong>: Consistent, reliable data improved insights, strategic planning, and operational visibility.\u00a0<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>By embracing cloud technologies like AWS and Snowflake, Customer successfully modernized its data management systems, reducing inefficiencies and empowering teams across the organization. This transformation enabled faster decision-making, more accurate insights, and a scalable infrastructure that supports future growth. The new system has not only improved reporting and data accessibility but has also fostered a culture of data-driven decision-making that aligns with the company&#8217;s mission of bringing joy to every meal.&nbsp;<\/p>\n\n\n\n<p>The project underscores the importance of modernizing legacy systems to remain agile and competitive in today\u2019s fast-evolving, data-driven business landscape.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Tech Stack<\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<figure class=\"wp-block-table table-wrap\"><table class=\"has-fixed-layout\"><tbody><tr><td>Snowflake<\/td><td>DBT<\/td><td>Matillion&nbsp;<\/td><\/tr><tr><td>AWS S3&nbsp;<\/td><td>Git<\/td><td><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>A global restaurant company modernized its data infrastructure with Blazeclan\u2019s Data Lake solution, overcoming legacy system inefficiencies and fragmented reporting. By leveraging Snowflake and AWS, the transformation enabled real-time analytics, improved decision-making, and enhanced scalability, fostering a data-driven culture for future growth.<\/p>\n","protected":false},"featured_media":54194,"parent":0,"menu_order":0,"template":"","case_category":[3955,3925],"case_tags":[4275,4150,5040,4290],"class_list":["post-54198","case_study","type-case_study","status-publish","has-post-thumbnail","hentry","case_category-data-warehouse-india","case_category-datalake-india","case_tags-data-engineering-india","case_tags-data-lake-india","case_tags-data-science-india","case_tags-data-warehouse-india"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Reduced Vendor Lock-in with Blazeclan&#039;s Data Solution<\/title>\n<meta name=\"description\" content=\"Blazeclan Modernized Data Architecture for a Customer, Reducing Vendor Lock-In and Data Pipeline SLA with AWS and 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