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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
A global technology organization specializing in consumer electronics, software, and digital services was operating multiple on-premises payment, financial, and network traffic applications. To improve scalability, flexibility, and cost efficiency, the company aimed to accelerate the migration of these systems to AWS. However, several challenges needed to be addressed during the transition from on-premises infrastructure to the cloud, including:
Developing a scalable and high-performance cloud architecture capable of supporting business workloads in the AWS environment.
Implementing containerization to enable seamless deployment and management of applications within the AWS ecosystem.
Establishing effective traffic routing and management to maintain system stability and ensure uninterrupted performance.
Preserving data accuracy, integrity, and consistency while transferring and integrating datasets during the migration process.
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 food waste
Faster operational response
Improved inventory visibility
Better cold-chain monitoring
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.