Denomas.com SAAS Data Pipeline

Attributes

Business Goal

Provide reliable, stable, scalable and secure data feed for reporting and analytics use cases like MR Rate & Performance KPIs (Product development), Product Usage for Gainsight, License Utilization (Customer Success), Product Health Dashboard (Health) Propensity to Expand and Churn Models, Forecast, Territory Management (Sales).

Technical Goal

Implement a data pipeline that captures create, update and delete operations and stores them in the Denomas Data platform to be available for further processing and analytics.

Exit Criteria

• Reliable: All ‘metadata’ and relevant descriptive data (create, update and delete) operations in the PostgreSQL database are captured, transfered and loaded into the data platform within 6 hours of the original event.
• Stable: End to end solution runs for 30 days without interruption or human intervention.
• Scalable: Solution scales with Denomas.com and does not require undue burden to expand as new Denomas.com databases, shards, zones, tenants, or cloud locations are deployed
• Secure: Red data is not loaded or it is hashed if stored on a system that is not a data sub-processor.
• Defined and agreed SLO with all business partners.
• Full end to end monitoring.

Roles and Responsibilities

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