Generic MDM tools were not built for your world. PiLog DQG Suite is the specialist platform that eliminates the $12.9M annual data quality tax through purpose-built governance for asset-intensive environments.
Fragmented domains and duplicates drive conflicting KPIs, leading to slow and inaccurate decision-making across the enterprise.
30–50% of digital transformation effort is wasted on reactive data discovery, cleaning, and rework, slowing every initiative.
Inconsistent reference data and gaps in data lineage increase exposure to regulatory audit failures and operational risk.
Business users abandon analytics systems when master data is unreliable leading to manual reconciliation and hidden FTE costs.
Industrial data is fundamentally different from commercial data. Equipment attributes, failure mode semantics, ISO 8000/14224 taxonomies generic MDM tools don't understand your domain.
"Treat data quality as a continuous program, not a one-off project. Domain-focused MDM with strong governance accelerates time-to-value and significantly reduces operational risk compared to generic tools."
1-5% of annual revenue lost to data quality issues
Multi-domain coverage: Materials, vendors, customers, assets, products. Centralized governance with role-based stewardship workflows. AI-powered cleansing, deduplication, and standardization at scale.
Stewardship model with clear RACI ownership, policy definition and enforcement engine, data quality KPI dashboards (completeness, accuracy, consistency), and compliance audit trails.
220+ certified connectors to SAP. Real-time and batch synchronization methods with master data propagation across the full ecosystem.
Annual quality cost eliminated (Gartner benchmark)
Hours reclaimed from data rework and reconciliation
Data accuracy at go-live vs. 40-60% with manual approach
Faster analytics and BI reporting with trusted data
Gartner shows $12.9M is the average, but your organization's number could be higher. Let us quantify it.
