Data Quality Assessment Components

Providing feasible strategies and implementation paths to establish a cohesive ecosystem.

Wynt provides a clear and concise report capturing each stage of the project. The final report is organized in four key areas; Executive Summary, Current State, Assessment Result and Recommendations.

Executive Summary
Outlining the result for those sponsoring the endeavor.

Presenting the key findings and recommendations in a one-page overview to ensure all team members comprehend the current state, concerns and direction to resolve these concerns.

Current State
Synopsis of the current state for each data system examined including their responsibilities and relationships to the overall ecosystem.

A good assessment requires the understanding of the present before recommending the future. During the initial stages of the project, Wynt will interview and evaluate purpose, configurations and structure. This ensure all team members are aligned and serves as the backbone moving forward with the assessment.

Assessment Result
Comprehensive view of the audit's gaps, implications, risk and resolution.

Each gap is detailed including reason, implication and risk rating based on impact and severity scores. A recommended goal is presented to resolve the given gap.

  • How is the data accessible? Collecting data is great, if you are able to access it afterwards! Wynt examines how and where data is stored within the application solution. We determine if these locations are best suited for data insight and user engagement potential.
  • Is the application properly configured to maximize success? Collecting data is great, if you are able to aggregate to determine trends to aid business conversions! Wynt examines the various business rules that shapes data collection and organization for data analysis and user interaction.
  • Are you collecting all possible data points? Collecting data is great, let’s collect more! We determine if current data collection avenues are extendable to include additional useful information. In addition, new opportunities are considered for richer data insight and conversion triggers.
  • Are your reports telling the entire story? Collecting data is great, make sure you reap all the benefits! Wynt compares existing outcomes to best standards to determine optimal reporting capabilities. This includes the data purpose and level of detail within an application and overall ecosystem collaboration to ensure 360 degree views and other key performance indicators (KPI) are achievable.
  • Is your infrastructure slowing your performance? Collecting data is great, don’t let technology slow it down. Technology is always evolving - new features on existing solutions and new opportunities with new solutions. We analyze existing applications to ensure all components are considered. Recommend new solutions to enhance data collection and user experiences.

Recommendations
Organizational wide solution diagramed to achieve the achievable.

The final section outlines feasible solution proposals considering your business objectives and technology infrastructure. Typically two suggestions are presented considering different budget, availability and priority viewpoints. With both options, the assessment outlines the primary milestones, implementation journey map and the pros and cons.