Many organizations lack subject matter experts who have both the necessary strong business domain expertise and strong technical skills to appropriate profile and identify data quality issues early in the process.

Wyntec’s Stewards have the right blend of business and technical skills to help you identify issues at their source and they can supplement the issues that the automatic Data Quality services have identified with further analysis and profiling.

The business processes to log, prioritize, assign, escalate and overall manage data quality issues are often poorly understood if they have been established at all.

Wyntec’s stewards will establish a system to log and prioritize identified issues, ensure they’re assigned to the right person and track the resolution status until they’re resolved, escalating to the appropriate stakeholder if necessary.

You can also coordinate this with Wyntec’s Data Ops services to develop the processes to automate your Data Quality Assurance business processes with proven tools.

The most important aspect of Data Quality Assurance is determining the most viable options for remediation and crafting a recommendation for approval by a decision-maker. This is a complex art with a multitude of root causes: missing data, duplicate data, non-compliance with business rules, etc. and requires broad system and business knowledge.

Wyntec Stewards will collaborate with your subject matter experts to identify all of the options available and help present the best solution to the appropriate stakeholders.