diff --git a/Real-World/1-Applications/README.md b/Real-World/1-Applications/README.md
index ed2be4669..de42a7269 100644
--- a/Real-World/1-Applications/README.md
+++ b/Real-World/1-Applications/README.md
@@ -66,7 +66,11 @@ In our lesson on Time Series, we invoked the concept of smart parking meters to
 
 ## Insurance
 
-### Actuarial tasks
+### Volatility Management
+
+MetLife is forthcoming with the way they analyze and mitigate volatility in their financial models. In this article you'll notice binary and ordinal classification visualizations. You'll also discover forecasting visualizations.
+
+https://investments.metlife.com/content/dam/metlifecom/us/investments/insights/research-topics/macro-strategy/pdf/MetLifeInvestmentManagement_MachineLearnedRanking_070920.pdf
 
 ## Consumer Electronics