Future Opportunities
Automated Data Quality Tools: Development of more sophisticated tools for automated data quality assessment and improvement.
Collaborative Data Initiatives: Industry-wide collaboration on data collection and standardization could help address common challenges.
Innovation in Data Management: New approaches to data collection and preparation could help alleviate current bottlenecks.