A scalable, automated data integration solution using Azure Logic Apps, Data Factory, and SQL Database — designed for reliability and maintainability.
This project focuses on designing and implementing a scalable and automated data integration solution using Microsoft Azure cloud services, including:
Automate data ingestion and processing across systems
Enable seamless data synchronization between systems
Support both scheduled and event-driven workflows
Ensure high reliability, scalability, and maintainability
The solution follows a modular and service-oriented architecture, ensuring flexibility, scalability, and ease of maintenance.
A workflow is triggered via email, API, or schedule
The workflow initiates a data pipeline or API call
Extract data from sources, apply transformations via stored procedures, load into targets
Processed data is optionally delivered to external platforms
Automated workflows streamline business processes using event-driven execution.
Execution via email, API, or schedule triggers
Automated workflows and approval chains
Integration with external services and APIs
Built-in retry and error handling mechanisms
Azure Data Factory enables scalable and reliable data pipeline management.
Ingest from files, APIs, and databases
Transform data using SQL logic
Synchronize data across systems
Scheduled and dependency-based execution
Reusable configurations simplify data access and improve security.
Define secure connections to:
Represent structured data such as:
The database layer is responsible for executing business logic and transforming data.
Validate incoming data against business rules
Transform data for downstream consumption
Implement complex business logic in SQL
Insert or update records efficiently
The end-to-end process from trigger to data delivery.
Workflow triggered via event, API, or schedule
Data is prepared and validated
Data pipelines are triggered
Business logic applied via stored procedures
Processed data is stored or sent to external systems
The solution follows industry-standard security practices:
Secure authentication without storing credentials
Secure secret storage and rotation
Role-Based Access Control for all resources
Reusable, parameterized components throughout
By combining workflow automation, scalable data pipelines, and centralized business logic, organizations achieve faster processing, reduced manual effort, improved accuracy, and seamless integration across systems.