To help wealth managers and private clients gain better-quality impact reporting and insights, certain firms in the ESG research ecosystem are going well beyond publicly available auditable data in their evaluation processes into alternative data sets and data science. This panel will seek to:

• Frame the opportunity within the context of regulatory developments and requirements in Europe and North America
• Showcase some of the unique insights gleaned from alternative data sets in the rating process
• Demonstrate how these insights contribute to wealth managers’ top line