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A leading grocery retailer sought to integrate intelligent automation and artificial intelligence into its fresh produce supply chain to ensure consistently high product quality across stores. The organization required a reliable technology partner with proven expertise in implementing AI-driven retail solutions. By transforming the existing data infrastructure and leveraging real-time machine learning insights, DC Tech delivered a scalable and future-ready solution that reduced operational costs, enhanced inspection accuracy and significantly improved overall supply chain efficiency.
Retail
Integrated data workflows, robust data governance, AI-driven capabilities and next-generation data infrastructure transformation.
Databricks, Machine Learning, AI, Cloud
The grocery retailer aimed to enhance the quality and freshness of perishable goods available in its stores. However, its existing technology landscape was not designed to support real-time analytics or continuous data processing. As a result, supply chain operations were inefficient, causing unnecessary losses and reduced profitability.
The organization lacked streaming infrastructure and real-time data ingestion capabilities. This made it difficult to take immediate action when temperature-sensitive products were exposed to risks during transportation.
The legacy data framework was outdated and did not follow a layered or medallion-based architecture. This limited visibility into data lineage and made it challenging to maintain consistent data accuracy and reliability.
To overcome these obstacles, DC Tech designed and deployed a cloud-based data ecosystem powered by Databricks. The solution incorporated real-time streaming workflows, structured datasets built on a Medallion framework and AI-powered quality assessment models that enabled inspectors to make informed decisions instantly. This end-to-end transformation strengthened cold-chain management and equipped the retailer with actionable insights to minimize spoilage risks during transportation.
This comprehensive solution optimized cold-chain operations and gave the grocer the insights needed to reduce the risk of food going bad in transit.
The team built robust pipelines to collect data from both internal systems and external applications (e.g., temperature sensors, logistics platforms).
Data was curated, standardized and presented in accessible formats for internal stakeholders.
DC tech joined data from multiple systems to create a unified Fresh Domain Data layer.
Uncover improvement opportunities
Extract meaningful next steps
Empower active participation in day-to-day decisions
For instance, data analysis might indicate that temperature-sensitive items such as leafy vegetables and bananas are regularly subjected to elevated temperatures while being transported from distribution hubs to retail outlets. With these insights, leadership teams can pinpoint operational gaps, initiate corrective actions and address underlying causes. This proactive approach significantly minimizes the likelihood of customers encountering spoiled or compromised fresh produce in stores.
Developed and deployed a comprehensive cloud-first architecture to enable advanced, real-time analytics across the entire supply network.
Established centralized data governance using Databricks Unity Catalog to streamline access management, enforce policies and maintain consistent metadata standards. Integrated robust validation, testing and monitoring mechanisms to preserve data integrity and reliability over time.
Adopted a Medallion-based architecture within Databricks, implementing Bronze, Silver and Gold layers to ensure structured processing, improved traceability and enhanced data lineage visibility.
The grocery retailer effectively embedded AI into its core operations and experienced rapid results, including improved product freshness and greater efficiency across supply chain processes.
Reduction in data engineering effort
Improvement in data access latency
Cost savings on storage and compute
Increase in data adoption across teams
From strategy to implementation, we provide the knowledge and leadership our clients rely on to accelerate their business. Our proven team takes a unified approach to driving large-scale change and unlocking new opportunities for growth and success.