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RegTech Insight White Papers

Can ‘Observational Learning’ Help Improve Data Quality?

Data quality is a pre-requisite for financial institutions seeking to automate their operations. But given the huge volumes of transaction data, often in a wide array of formats, it is very difficult to achieve.

Can newer AI-based techniques such as observational learning actually help or are they just hype?

This white paper explores:

  • What observational learning is in a data management setting
  • How it can help with specific data quality issues
  • Examines use cases in critical operational and regulatory processes
  • Considers benefits such as improved STP rates, operational efficiency, better data quality results and more.