diff --git a/ps2grouper.adoc b/ps2grouper.adoc
index 9881cdd..c314c92 100644
--- a/ps2grouper.adoc
+++ b/ps2grouper.adoc
@@ -42,9 +42,8 @@ but also affiliations with student type and departments all come through that in
 old and very C specific.
 
 The second flow that we have I mentioned Informatica,
-and it's doing SQL queries into any of the big towers along with some other data sources. Honestly, it's just here we're We're concerned about Peoplesoft
-and then Informatica has the capability to
-push those in the group or via the group or web services. So a lot of the roles that are people solve security folks create are useful in other applications besides just inside people's, so they they function. As for
+and it's doing SQL queries into any of the big towers along with some other data sources. Honestly, it's just here we're concerned about Peoplesoft. Informatica has the capability to
+push those in the group or via the group or web services. So a lot of the roles that our PeopleSoft security folks create are useful in other applications besides just inside PeopleSoft, so they they function. As for
 proxies to other data that people might have access to because of the roles that they have. And and one of the Peoplesoft powers. So, for example, they can go to a data warehouse.
 
 image::images/uncInfMat.jpg[Informatica path]