Implementing a Comprehensive Data Engineering and Data Management System
The client sought to mitigate the challenges in harnessing the full potential of their data due to limited data storage capacity and no robust reporting capabilities.
Challenge
Established in 1949, our client stands as a pioneer in the processing plants industry, holding the title of the largest supplier of garlic to supermarkets across America. Serving customers in all 50 states, they have built a reputation for excellence over the decades. Relying heavily on traditional data mechanisms such as AS400, Excel, CSV files, RPG programming, and manual data cataloguing. With limited data storage capacity and no robust reporting capabilities, they encountered challenges in harnessing the full potential of their data.
Capture and store raw data at scale
Derive value from disparate data sources
Product UI
Solution
Azure-based data solutions with analytics insights.
· We leveraged Azure Data Lake and Blob storage to provide scalable and cost- effective data storage solutions, accommodating the client's growing data needs.
· Implemented Azure Synapse for data ingestion, processing, and analytics, enabling seamless integration and analysis of data from various sources.
· Designed custom data pipelines based on transformational rules to automate data ingestion, cleansing, and transformation processes, ensuring data quality and consistency.
· Utilized Databricks for data engineering tasks, allowing for efficient processing of large datasets and complex transformations.
· Developed custom dashboards using Tableau to provide intuitive data visualisation and reporting capabilities, empowering management to gain actionable insights from their data.
· Leveraged Azure Machine Learning Services, Python, TensorFlow, and PyTorch to implement advanced analytics and predictive modeling, enabling the client to derive valuable insights and make data-driven decisions.
Solution
A user-friendly interface for customers and a powerful management system for administrators.
Entrans Tech developed a comprehensive digital solution encompassing both mobile and web platforms featuring a user-friendly interface for customers and a powerful management system for administrators.
The digital solution introduced several key features:
- Admin Dashboard: For comprehensive management and oversight.
- Staff Portfolio: To showcase the expertise of salon professionals.
- Product Catalogue: For detailed product listings and information.
- Appointment Scheduling: Enabling online booking and management.
- Invoice Generation and Online Payment: For streamlined transactions.
- Referral and Coupon Codes: To drive customer acquisition and retention.
- Push Notifications: For effective real-time communication.
- Real-Time Messaging: Firebase to facilitate real-time notifications and messaging, enhancing customer engagement.
- Analytics: Google Analytics to gather insightful data on user behaviour, app performance, and marketing effectiveness.
Impact
Actionable Insights
By migrating to cloud-based infrastructure and implementing custom data pipelines, the client achieved improved data accessibility and integration across their organization, enabling seamless data sharing and collaboration.
Data Accessibility & Integrity
By migrating to cloud-based infrastructure and implementing custom data pipelines, the client achieved improved data accessibility and integration across their organization, enabling seamless data sharing and collaboration.
Outcome
With the aid of data modernization and the insightful reports generated by Entrans , our client successfully transitioned from experiencing losses to attaining profitability.
Technology Stack and Architecture
Data Engineering
We design scalable data pipelines and implement robust ETL processes to collect, transform, and store data efficiently. By leveraging cloud platforms and advanced tools, we ensure seamless data integration, enabling businesses to derive actionable insights.
Technology Stack and Architecture
Data Visualization
We craft intuitive dashboards and interactive visualizations using advanced tools. Our approach transforms complex datasets into clear, actionable insights, empowering businesses to make data-driven decisions effectively.
Key step of the project are the following
Define Business Objectives
We worked closely with the client to identify their core business challenges and long-term goals. Through an in-depth analysis of market trends and organizational needs, we crafted strategic roadmaps that aligned with their objectives.
Client SPOC Approval of Workflow and Experiences
The client’s Single Point of Contact (SPOC) reviews and approves the proposed workflows and user experiences
Conducted Process Optimization
We evaluated existing workflows and identified inefficiencies, redesigning processes to improve productivity and reduce operational costs.
Facilitated Digital Transformation
We facilitated the adoption of modern digital tools and platforms, enabling the client to transition seamlessly into a digital ecosystem.
Tech Stack and Hosting Infrastructure
The technology stack was carefully chosen to ensure scalability, performance, and maintainability.
