Overview
Durga Analytics enables efficient and reliable data operations by applying DataOps, observability, automation, and continuous delivery principles to your pipelines.
Key Capabilities
- CI/CD for data pipelines and workflows
- Real-time pipeline monitoring and incident alerts
- Data observability: freshness, completeness, schema tracking
- Automated testing, versioning, and rollback mechanisms
- Cost and performance optimization dashboards
Our Framework
1. Setup: Define baseline observability and automation goals
2. Instrumentation: Deploy sensors, alerts, and testing policies
3. Integration: Align with CI/CD, GitOps, and pipeline orchestration tools
4. Optimization: Implement SLA dashboards and continuous improvement loops
Benefits
- Proactive issue detection and faster resolution
- Higher trust in data delivery pipelines
- Reduced manual interventions and downtime
- Improved SLA adherence and stakeholder visibility
Case Snapshots
- Built a DataOps framework for a logistics firm with auto-rollback & pipeline healing, reducing incident resolution time by 70%
- Implemented real-time observability dashboards for a healthcare company, improving data freshness visibility and regulatory compliance
