(DOCSP-43999) Copy review.

Author: lmkerbey-mdb

source/includes/atlas-sp.rst

@@ -1,9 +1,9 @@
 .. note::
 
-   Atlas Stream Processing provides MongoDB-native tooling to
+   {+atlas-sp+} provides MongoDB-native tooling to
    continuously process streaming data, validate schemas, and
-   materialize views into either Atlas database collections or Apache
+   materialize views into either {+service+} database collections or Apache
    Kafka topics.
 
-   To learn more about Atlas Stream Processing, see the
-   `documentation <https://www.mongodb.com/docs/atlas/atlas-sp/overview/>`__.
+   To learn more about {+atlas-sp+}, see |service|
+   `Stream Processing <https://www.mongodb.com/docs/atlas/atlas-sp/overview/>`__.

source/kafka-connector-atlas-stream-processing-comparison.txt

@@ -1,7 +1,7 @@
 .. _kafka-connector-atlas-stream-processing-comparison:
 
 ===================================================
-Compare Kafka Connector and Atlas Stream Processing
+Compare {+connector-short+} and {+atlas-sp+}
 ===================================================
 
 .. toctree::
@@ -14,24 +14,25 @@ Compare Kafka Connector and Atlas Stream Processing
    :depth: 2
    :class: singlecol
 
-This page provides a comparison of the feature sets of the MongoDB
-Kafka Connector and {+atlas-sp+} to help you identify which tool
+This section provides a comparison of the feature sets of the MongoDB
+{+connector-short+} and {+atlas-sp+} to help you identify which tool
 best suits your use case.
 
 .. list-table::
    :header-rows: 1
    :widths: 20 40 40
 
    * - Feature
-     - Kafka Connector
-     - Atlas Stream Processing
+     - {+connector-short+}
+     - {+atlas-sp+}
 
-   * - Hosting
-     - Hosting required for your {+kafka+} cluster and the Kafka
-       Connector. Use partner services such as Confluent Cloud, Amazon
-       Managed Streaming, or Redpanda Cloud when possible. 
-     - Stream processing functionality fully managed by {+service+}.
-       Hosting required for your {+kafka+} cluster.
+   * - Supported Stream Processing Capabilities
+     - To process streaming data handled by {+connector-short+}, you must
+       do one of the following:
+       - Extend the {+connector-short+} with SMTs or custom Java
+       - Use or write external tooling
+     - Available through the MongoDB aggregation framework, with
+       extensions specific to stream processing.
 
    * - Installation
      - Installation required either locally or on Confluent.
@@ -41,13 +42,12 @@ best suits your use case.
      - MongoDB Java Driver required.
      - Connection managed by {+service+}.
 
-   * - Supported Stream Processing Capabilities
-     - To process streaming data handled by Kafka Connector, you must
-       do one of the following:
-       - Extend the Kafka Connector with SMTs or custom Java
-       - Use or write external tooling
-     - Available through the MongoDB aggregation framework, with
-       extensions specific to stream processing.
+   * - Hosting
+     - Hosting required for your {+kafka+} cluster and the Kafka
+       Connector. Use partner services, such as Confluent Cloud, Amazon
+       Managed Streaming, or Redpanda Cloud when possible. 
+     - Stream processing functionality fully managed by {+service+}.
+       Hosting required for your {+kafka+} cluster.
 
    * - Windowing
      - No support for windowing. You must manually configure windowing
@@ -79,5 +79,5 @@ best suits your use case.
 
    * - Pricing
      - Pricing dependent on your hosting provider.
-     - Hourly pricing managed by {+atlas-sp+} Typical costs
-       approximately 25% of the cost of the Kafka Connector. 
+     - Hourly pricing managed by {+atlas-sp+}. Typical costs
+       approximately 25% of the cost of the {+connector-short+}.