Data Quality Assurance
100+
Satisfied and Happy Clients we have Served all over the World.
What We Do
Get Accurate and Business-Ready Data
Data quality assurance is the process of identification and elimination of any data anomalies via the processes of data profiling and cleansing.
- Technology and business consulting for data integration.
- Designing databases, data warehouses, ETL/ELT pipelines.
- Implementing off-the-shelf data integration solutions.
- Developing custom integration software components and APIs.
- Designing data management frameworks and policies.
- Data security and regulatory compliance services.
- Maintenance and support for data integration systems.
- Modernizing and troubleshooting legacy integration systems.
Data Quality Assurance Services We Offer
Data quality consulting
Our data quality assurance team advises on:
- Fixing the problems with data quality in the required software systems.
- Relocating data to a new system during migration.
- Integrating data from several software systems.
- Identifying data quality improvement opportunities, etc.
Data quality assessment
For your reports and dashboards to be accurate and data-dependent processes to run as intended, we:
- Define data quality thresholds and rules.
- Evaluate data quality based on the defined rules and thresholds.
- Report identified data quality issues and conduct root cause analysis.
- Design data quality rules and practices to establish the data quality management process*.
- Implement data quality management*.
- Monitor and control data quality*.
Managed data quality assurance
For a monthly subscription fee, you get:
- Data quality rules and standards definition.
- Regular data quality monitoring and control.
- Data quality variations monitoring and reporting.
- Data quality issues resolution.
Data We Test Copy link to this section: Data We Test
ERP
Data from Finance, Accounting, Human Resources, Supply Chain and Manufacturing, Sales, Marketing, and other modules.
Ecommerce
Web-behavior activities, customer data, transaction logs.
Specialized departmental systems
Marketing, Sales, Maintenance and Support, etc.
Industry-specific data
EHR for healthcare, network data for telecom, financial market data for investment, etc.
SCM
General information about suppliers, inventory, shipping, manufacturing and procurement data, etc.
HR
Employee data, applicant data, payroll, and more.
CRM
Customer profiles, data about leads, accounts, entries on the progress in communication, and more.
What You Get with Our Data QA Services
It’s easy to get lost in random quality issues and miss the big picture of overall data quality. We introduce data quality metrics to present the entire picture in one report.
- Consistency. No data contradictions within one data store and across different data stores.
- Accuracy. The information your data contains is reliable and error-free.
- Completeness. Data is sufficient for answering your business questions.
- Auditability. Data is accessible, and it is possible to trace the introduced changes.
- Orderliness. Data has the required format and structure.
- Uniqueness. A data record with specific details appears only once in a database, no data duplicates are reported.
- Timeliness. Data represents reality within a reasonable period or in accordance with corporate standards.
