Furthermore, is beginning to play a role in risk modeling. Machine learning algorithms are being integrated to predict non-linear risk correlations that traditional actuarial models might miss, providing a more nuanced view of extreme tail risks.
Many tools are built as Excel add-ins or desktop applications that export data directly into PowerPoint or XBRL-ready formats for Pillar 3 reporting. scr calculation software