diff --git a/dataset/companies/Cloud.yaml b/dataset/companies/Cloud.yaml
index 382fd2e..4d61843 100644
--- a/dataset/companies/Cloud.yaml
+++ b/dataset/companies/Cloud.yaml
@@ -11,9 +11,6 @@
     - Name: "Densify"
       Description: "Multi cloud cost optimization tool"
       Website: "https://www.densify.com/"
-    - Name: "Apache CloudStack"
-      Description: "Highly scalable IaaS cloud computing platform that provides a cloud orchestration layer"
-      Website: "https://cloudstack.apache.org/"
     - Name: "Virtana"
       Description: "Cloud cost management"
       Website: "https://www.virtana.com/"
@@ -65,16 +62,13 @@
   Description: "Kubernetes automation and dashboards"
   Website: "https://komodor.com/"
   Alternatives:
-    - Name: "Kubeflow"
-      Description: "The Machine Learning Toolkit for Kubernetes"
-      Website: "https://www.kubeflow.org/"
+    - Name: "Kubetools"
+      Description: "A Curated List of Kubernetes Tools"
+      Website: "https://collabnix.github.io/kubetools"
 - Name: "Firefly"
   Description: "Cloud managment with Infrastructure-as-Code"
   Website: "https://firefly.ai/"
   Alternatives:
-    - Name: "Apache CloudStack"
-      Description: "Highly scalable IaaS cloud computing platform that provides a cloud orchestration layer"
-      Website: "https://cloudstack.apache.org/"
     - Name: "Terraform"
       Description: "Infrastructure automation as Code from Hashicorp"
       Website: "https://www.terraform.io/"
@@ -107,9 +101,6 @@
     - Name: "Densify"
       Description: "Multi cloud cost optimization tool"
       Website: "https://www.densify.com/"
-    - Name: "Apache CloudStack"
-      Description: "Highly scalable IaaS cloud computing platform that provides a cloud orchestration layer"
-      Website: "https://cloudstack.apache.org/"
     - Name: "Virtana"
       Description: "Cloud cost management"
       Website: "https://www.virtana.com/"