Data Analysis:

Data analysis and profiling is the exercise of evaluating data within and across files/tables to highlight potential anomalies. The goal of data profiling is to expose possible data quality business rules being violated, measuring the degree of compliance to known business rules, and tracking compliance over time. ICON professionals work with your staff to provide critical detailed insight into your data.

ICON can help you achieve your data quality goals in many ways.       
   Data quality maturity assessment and gap analysis to include:

• Analysis of your organization's maturity capability for data quality improvement
• Gap analysis based on strategic objectives for data quality mgmt
• Identify "data quality issues" requiring immediate attention
• Develop a customized data quality improvement process specific to your organization's needs

   Provide executive, business, and information technology system presentations on:

• Business cost of data quality protocol and Return On Investment (ROI)
• Data quality management principles
• Stewardship of data quality
• Processes and cultural concepts for improved data quality
• Perform a data definition and architectural assessment of your environment to measure metadata quality
• Perform data profiling and analysis to uncover the extent of data corruption and degradation
• Identify and quantify the cost of current data quality
• Implement customized processes to dramatically improve your organization's data quality
• Define the authoritative data source for data integration / consolidation projects