
Apexon COMPASS is a data-driven analytics solution that uses machine learning and AWS services to provide unified insights into software development lifecycle, enabling predictive risk analysis and prescriptive recommendations for optimizing development operations.


<div><p>This article describes Apexon COMPASS, an AWS-based data analytics solution that provides unified insights into software development operations through machine learning and automation.</p><ul><li>Aggregates data from Jira, Git, SonarQube, CI/CD platforms into single dashboard</li><li>Uses ML models to predict risk levels and bug ranges for upcoming releases</li><li>Provides prescriptive recommendations for test optimization and resource allocation</li><li>Built on AWS services: EKS, Lambda, SageMaker, S3, CloudWatch, SQS</li><li>Classifies project modules as high, medium, or low-risk for better decision-making</li><li>Enables predictive issue identification before problems arise</li></ul><p>COMPASS streamlines software development by consolidating fragmented data sources and delivering actionable, data-driven insights for improved project management and quality.</p></div>


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