Data quality dimensions like accuracy, consistency, completeness and timeliness directly impact insights and decision making. Our assessments and governance programs validate data accurately represents real-world entities, events and relationships.
In-depth profiling gauges multiple quality dimensions against predefined metrics and KPIs using sampling, analytics and customer research.
02
Rules & Standards
Clear, documented definitions and validations are established for all attributes, reference data and formatting with input from data owners.
03
Monitoring
Automated scripts run routinely or continuously to detect deviations from rules. Customizable dashboards and reports surface issues requiring action.
04
Data Cleansing
When monitoring identifies "dirty" values, rules engines and workflows systematically correct or supplement with valid alternatives from golden records.
Administration
Effective data governance establishes leadership, processes and policies guiding data management, protection and use to maximize value while mitigating risks. Our experts help optimize oversight of your most critical information.
ETL/ELT solutions provide the processes and tools needed to integrate data from disparate sources into a centralized data platform for analysis and reporting.
As data increasingly drives competitive advantage, strong security practices are imperative. Our experts assess exposures, design identity and access protocols, integrate encryption technology and audit processes for compliance.
Data architecture ensures effective data management and accessibility. Our experts analyze your infrastructure, sources, security and governance to design flexible architectures supporting growth. Custom solutions align technical capabilities with organizational goals.
Data migration enables upgrading technologies or decommissioning legacy solutions while retaining critical organizational information. Our migration specialists carefully plan and execute moves involving locations, formats or applications.
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laborisLorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam, quis nostrud exercitation ullamco laboris
Go to Use Case Title
What Are the Advantages You Should Expect?
Compliance
Address regulatory needs for accurate traceability reporting.
Reliability
Robust data yields robust, reproducible analytics and applications.
Efficiency
High quality reduces Total Cost of Ownership for analytics programs.
Informed Decisions
Executives and all decision makers can depend completely on accurate data representation of business realities rather than sorting through suspect values.
Organizational Trust
All groups internal and external gain assurance in data-driven functions through a systematic, transparent quality control.