diff --git a/src/03_project-documentation/project-plan/risk-management.tex b/src/03_project-documentation/project-plan/risk-management.tex
index e7c281d99a09c478d73d67f1b52d7dfd8d1cd468..f8cb74056e5e10b18669c7df3f7a3eb7b0abaf06 100644
--- a/src/03_project-documentation/project-plan/risk-management.tex
+++ b/src/03_project-documentation/project-plan/risk-management.tex
@@ -3,7 +3,7 @@
 
     \subsection{Risk categorization method}
         To rate the risks, they are categorized and assigned a value using the risk matrix below.
-        The respective values can be found right next to the title of the risk, likelihood will be referred to as "L" and consequence as "C"
+        The respective values can be found right next to the title of the risk, likelihood will be referred to as "L" and consequence as "C".
 
         \begin{figure}[H]
             \centering
@@ -20,14 +20,14 @@
     \risk{Lack of experience with OpenAI assistants}{2}{4}{
         As I have never used OpenAI assistants, getting started with them could be time consuming.
     }{
-        I have already planned to familiarize myself with OpenAI assistants before implementing the agent in this project.
+        I have already planned to familiarize myself with OpenAI assistants by building a prototype.
     }
 
     \risk{Lack of experience with OpenAI API}{1}{4}{
         I have never used the OpenAI API.
         Therefore it could be time consuming to understand how to use it effectively.
     }{
-        I have already planned to familiarize myself with the API before implementing it into the project.
+        I have already planned to familiarize myself with the API by building a prototype.
     }
 
     \risk{OpenAI model training takes too much time}{1}{1}{
@@ -82,7 +82,7 @@
             \riskchange{Lack of experience with OpenAI API}{8}{4}{OpenAI API is now known}{03.04.2024}
             \riskchange{OpenAI model training takes too much time}{12}{1}{The OpenAI assistant is good enough with finetuning the instructions, no specifically
             trained model needed}{24.04.2024}
-            \riskchange{Lack of experience in the in-house models API}{12}{4}{There is someone working in the SmartEating project, that can help me in case any
+            \riskchange{Lack of experience in the in-house models API}{12}{4}{There is someone working in the Smart Eating project, that can help me in case any
             clarification or help is needed}{24.04.2024}
             \riskchange{Familiarization with existing project}{6}{3}{I'm pretty familiar with the project}{06.05.2024}
             \riskchange{In-house models not working}{4}{2}{Mixtral model works very well}{06.05.2024}