diff --git a/providers/openai/docs/index.rst b/providers/openai/docs/index.rst
index 678075f53e30b..aeb254f43ad04 100644
--- a/providers/openai/docs/index.rst
+++ b/providers/openai/docs/index.rst
@@ -111,7 +111,7 @@ apache-airflow-providers-openai package
 
 `OpenAI <https://platform.openai.com/docs/introduction>`__ provider for Apache Airflow.
 Enables interaction with OpenAI APIs for text generation, embeddings,
-and other AI-powered workflows directly from Airflow DAGs.
+and other AI-powered workflows directly from Airflow Dags.
 
 
 Release: 1.8.0
diff --git a/providers/openai/docs/operators/openai.rst b/providers/openai/docs/operators/openai.rst
index 61b10650ac0ff..bfb2fd8dee94b 100644
--- a/providers/openai/docs/operators/openai.rst
+++ b/providers/openai/docs/operators/openai.rst
@@ -20,8 +20,8 @@
 OpenAIEmbeddingOperator
 ========================
 
-Use the :class:`~airflow.providers.open_ai.operators.open_ai.OpenAIEmbeddingOperator` to
-interact with Open APIs to create embeddings for given text.
+Use the :class:`~airflow.providers.openai.operators.openai.OpenAIEmbeddingOperator` to
+interact with the OpenAI API to create embeddings for given text.
 
 
 Using the Operator
@@ -30,7 +30,7 @@ Using the Operator
 The OpenAIEmbeddingOperator requires the ``input_text`` as an input to embedding API. Use the ``conn_id`` parameter to specify the OpenAI connection to use to
 connect to your account.
 
-An example using the operator is in way:
+An example of using the operator:
 
 .. exampleinclude:: /../../openai/tests/system/openai/example_openai.py
     :language: python
@@ -89,20 +89,18 @@ For example, to create a conversation and continue it across responses:
 OpenAITriggerBatchOperator
 ===========================
 
-Use the :class:`~airflow.providers.open_ai.operators.open_ai.OpenAITriggerBatchOperator` to
-interact with Open APIs to trigger a batch job. This operator is used to trigger a batch job and wait for the job to complete.
+Use the :class:`~airflow.providers.openai.operators.openai.OpenAITriggerBatchOperator` to
+interact with the OpenAI API to trigger a batch job. This operator is used to trigger a batch job and wait for the job to complete.
 
 
 Using the Operator
 ^^^^^^^^^^^^^^^^^^
 
-The OpenAITriggerBatchOperator requires the prepared batch file as an input to trigger the batch job. Provide the ``file_id`` and the ``endpoint`` to trigger the batch job.
-Use the ``conn_id`` parameter to specify the OpenAI connection to use to
+The OpenAITriggerBatchOperator requires the prepared batch file as an input to trigger the
+batch job. Provide the ``file_id`` and the ``endpoint`` to trigger the batch job, and use the
+``conn_id`` parameter to specify the OpenAI connection to use.
 
-
-The OpenAITriggerBatchOperator
-
-An example using the operator is in way:
+An example of using the operator:
 
 .. exampleinclude:: /../../openai/tests/system/openai/example_trigger_batch_operator.py
     :language: python
diff --git a/providers/openai/provider.yaml b/providers/openai/provider.yaml
index cd6e6c862cf3d..9a41cdb4e822a 100644
--- a/providers/openai/provider.yaml
+++ b/providers/openai/provider.yaml
@@ -23,7 +23,7 @@ name: OpenAI
 description: |
     `OpenAI <https://platform.openai.com/docs/introduction>`__ provider for Apache Airflow.
     Enables interaction with OpenAI APIs for text generation, embeddings,
-    and other AI-powered workflows directly from Airflow DAGs.
+    and other AI-powered workflows directly from Airflow Dags.
 
 state: ready
 lifecycle: production
diff --git a/providers/openai/src/airflow/providers/openai/get_provider_info.py b/providers/openai/src/airflow/providers/openai/get_provider_info.py
index 47b5bba24f79f..3f9ff71b5d6ef 100644
--- a/providers/openai/src/airflow/providers/openai/get_provider_info.py
+++ b/providers/openai/src/airflow/providers/openai/get_provider_info.py
@@ -25,7 +25,7 @@ def get_provider_info():
     return {
         "package-name": "apache-airflow-providers-openai",
         "name": "OpenAI",
-        "description": "`OpenAI <https://platform.openai.com/docs/introduction>`__ provider for Apache Airflow.\nEnables interaction with OpenAI APIs for text generation, embeddings,\nand other AI-powered workflows directly from Airflow DAGs.\n",
+        "description": "`OpenAI <https://platform.openai.com/docs/introduction>`__ provider for Apache Airflow.\nEnables interaction with OpenAI APIs for text generation, embeddings,\nand other AI-powered workflows directly from Airflow Dags.\n",
         "integrations": [
             {
                 "integration-name": "OpenAI",