Data Quality for Data Integraton and Migration
What do all large-scale integration and migration projects share in common?
Substantial investment -- money, time. and resources
To meet expectations, these applications must be populated by accurate, high-quality data that is relevant, current, consistent, and accurate. If the data doesn’t meet these criteria, investments will be undermined and these initiatives will fail.
A Need to Manage, Maintain and Monitor Data Quality
Enterprise initiatives require collaboration and communication among cross-functional business, subject matter expert, and IT teams to make certain that only high-quality data is migrated from legacy systems and integrated into these technology platforms.
To thwart poor data quality and ensure the long-term value of these solutions, the quality of data that populates these systems needs to be managed, maintained, and monitored regularly. To meet these challenges, companies need a data quality solution that interoperates with all types of data integration technologies, business processes and operational systems. The only data quality solution that profiles, discovers, improves, monitors and governs data and scales seamlessly across applications, systems, and platforms to meet the intense demands of the global enterprise is the Trillium Software System®.
The Trillium Software System profiles, standardizes, and cleanses data as it migrates into any application.
Assess Risk using Discovery
The Trillium Software System enables robust data profiling and automated discovery throughout the migration and integration process.
- Scope projects and estimate the time required to prepare data for integration
- Evaluate the current state of the data—the underlying structure of the data and whether it is misfielded, incorrect or incomplete.
- Apply powerful profiling and discovery technology that reveals the true condition of data including data formats, patterns, anomalies and dependencies that can impede the integration process.
Empower Data Owners with a collaborative platform
The Trillium Software System supports the entire usage cycle and enables systematic monitoring of the quality of data migrated and integrated into CRM, ERP, DW&BI systems.
- Enable users who know and apply the data in daily business (business analysts, data stewards, business users) to manage and improve it for business use.
- Provide visibility into the entire data usage cycle, from initial assessment (profiling and discovery), on to the creation of data cleansing and matching rules, through implementation and into production systems.
Enforce corporate standards with Reusable Processes and Rules
The Trillium Software System enables users to create data quality rules and processes once and apply them to across the enterprise to ensure the consistent application of corporate standards and processes to data assets, keep data in peak condition, and provide the foundation for related change management processes and impending data governance programs.
- Ensure the success of any data integration effort by creating and reusing data quality business rules easily and efficiently
- Apply business rules easily to large-scale data management initiatives and validate, cleanse, match and de-duplicate data.
- Tune rules easily to customize them for use in specific applications and environments.
For all this to happen, these organizations require a single, fully integrated data quality solution that promotes collaboration and lets business, IT and subject matter expert teams work together to review, analyze, and correct the data issues that impact the business throughout the project life cycle.
Data Quality Integration with all leading ETL solutions
To ensure high quality data is integrated with distributed systems and technologies, the Trillium Software System integrates easily with all leading enterprise ETL solutions including:
- Ab Initio
- Informatica PowerCenter
- IBM DataStage
- Oracle ODI
- Syncsort DMExpress
- Microsoft SSIS
