Manufacturing Data Quality & GEMS Readiness Dashboard
Enterprise Power BI dashboard for manufacturing data readiness, ERP migration quality, BOM validation, and operational reporting governance.
1The Challenge
Large-scale manufacturing environments often struggle with fragmented product data, inconsistent ERP attributes, BOM validation issues, duplicate records, and limited visibility into migration readiness.
The objective was to create a centralised operational dashboard capable of monitoring data quality, migration blockers, and manufacturing readiness across multiple product companies and divisions before enterprise system migration.
2The Solution
Bivonix designed and developed an enterprise-grade Power BI dashboard focused on manufacturing data governance and migration readiness. The solution consolidated critical quality indicators into a single operational reporting layer, enabling stakeholders to monitor:
- ERP readiness status per product company
- Product company maturity classification
- BOM health validation (9 use-case checks)
- Missing ERP attributes by severity
- Duplicate Lead EIN detection
- Migration scope tracking
- Weekly readiness trend monitoring
3What This Dashboard Solves
4Business Impact
- Centralised manufacturing readiness visibility across all product companies
- Faster identification of ERP migration blockers before go-live
- Improved operational data governance with severity-based triage
- Reduced manual reporting effort — daily automated refresh
- Better executive decision-making with live dashboard access
- Scalable monitoring architecture across multiple divisions
- Real-time visibility into data quality risks at part level
Technology Stack
Live interactive dashboard — click rows, apply filters, explore drilldowns
Power BI patterns · Databricks Gold layer · Daily refresh12+
Product Companies Monitored
100K+
Parts in Scope
9
Readiness KPIs Tracked
Real-Time
ERP Validation Checks
Operational Intelligence Capabilities
Eight integrated capabilities designed to give manufacturing operations complete data governance and migration readiness.
Data Quality Monitoring
Continuous tracking of ERP attribute completeness across 100K+ manufacturing parts.
Migration Readiness
GEMS readiness scoring for each product company with threshold-based alerting.
Manufacturing KPI Tracking
9 operational KPIs with trend monitoring and weekly performance history.
BOM Validation
Automated BOM health checks detecting recursive structures, zero-qty, and non-physical items.
ERP Governance
Attribute completeness enforcement aligned to ERP migration requirements.
Executive Reporting
Leadership-ready dashboards with KPI cards, trend lines, and filterable data views.
Data Completeness Scoring
Per-attribute completeness scores across 7 critical manufacturing data fields.
Cross-Division Analytics
Multi-division filtering and product company drilldown with stacked issue breakdowns.
Key Features
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