The Challenge
Dashboards are stale or contradictory because data lands late, transforms differ by team, and keys don't align across systems. Executives make decisions on outdated or inconsistent information.
Our Solution
Consistent, scheduled loads to your warehouse with cleaned, conformed dimensions and facts plus lineage, logging, and replay. Unified data pipeline ensures dashboard accuracy.
Business Impact
- Unified executive dashboards
- Consistent data across teams
- Reliable scheduled data loads
- Full audit lineage
- Improved decision making
Enterprise Data Warehouse Pipeline
Clockspring creates reliable, governed data pipelines that keep executive dashboards current and accurate:
Multi-Source Data Extraction
Extract data from Salesforce, NetSuite, Zendesk, and other business systems with change data capture and incremental loading to minimize impact on source systems.
Data Transformation & Conformance
Apply consistent transformations, create conformed dimensions, and establish unified customer and product keys across all data sources for accurate reporting.
Governance & Quality Control
Implement data quality checks, validation rules, and lineage tracking to ensure executive dashboards reflect trusted, accurate business metrics.
Reliable Scheduling & Monitoring
Dependable scheduled loads with comprehensive monitoring, error handling, and replay capabilities to ensure dashboards are always current.
Systems Involved
Notes: Supports most cloud data warehouses and business applications. Includes change data capture, incremental loading, and dimensional modeling for optimal dashboard performance. Full audit logging and lineage tracking included.
How It Works (60 seconds)
- Extract: Pull data from business systems using APIs and change data capture with scheduled, incremental loads.
- Transform: Apply consistent business rules, create conformed dimensions, and establish unified keys across sources.
- Load: Deliver clean, transformed data to your warehouse on schedule with full governance and lineage tracking.
- Source extraction: API polling, CDC streams, incremental data pulls
- Data staging: Temporary storage with validation and quality checks
- Transformation engine: Business rules, dimensional modeling, key conformance
- Warehouse loading: Optimized bulk loads with error handling
- Dependency management: Orchestrated pipeline execution with monitoring
- Quality validation: Post-load verification and reconciliation checks
- Lineage tracking: Complete audit trail from source to dashboard
Built‑in Safeguards
- Data quality validation: Comprehensive checks before loading to warehouse
- Pipeline monitoring: alerts for failed loads or data quality issues
- Rollback capability: Ability to replay loads and recover from failures
- Performance optimization: Incremental loading minimizes warehouse costs
- Audit compliance: Complete lineage tracking for regulatory requirements
Ready for Unified Executive Dashboards?
Stop making decisions on stale or contradictory data. Get reliable, scheduled feeds to your warehouse that keep dashboards current and accurate.