The primary cause of failure in data warehousing and enterprise application integration projects is inadequate, misunderstood source data. Enterprises are turning to automated tools to profile their source data and map it to target schemas. This automation will allow them to identify gaps and put strategies in place to address these data quality issues much earlier in the project
life cycle.

IDC examines how data profiling at the beginning of these projects will greatly reduce the risk of project failure along with saving companies time, money
and frustrations.

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IDC's REPORT: