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diff --git a/main.tex b/main.tex
index f562c77..7c0b43f 100644
--- a/main.tex
+++ b/main.tex
@@ -28,6 +28,14 @@
 \end{frame}
 
 \begin{frame}\frametitle{Background}
+	\begin{tcolorbox}[title=Predictive Analytics]
+		\ipsum[1]
+	\end{tcolorbox}
+	\begin{center}
+		\includegraphics[width=0.7\linewidth]{images/predictive_analytics.pdf}
+	\end{center}
+	\tiny
+	\textbf{Figure 1.2:} Where does this work fit within the field of datacenter digital twinning?
 
 \end{frame}