Merge pull request #5239 from iazam6/patch-23

Superwise doc revisions

src/content/docs/mlops/integrations/superwise-mlops-integration.mdx

@@ -20,19 +20,19 @@ Superwise’s KPI and incidents integration streamlines results of our out-of-th
 In order to receive data from Superwise into New Relic, you’ll need to do the following:
 1. **Login into your New Relic account:** Log into **[one.newrelic.com](https://one.newrelic.com)** and click on **Explorer**. On the upper hand corner, on the main navigation menu, click on **+ Add more data**.
 
-2. **Click on Superwise:** In the search bar, type **Superwise** or scroll down to the MLOps Integration section, then click on the **Superwise icon**.  
+2. **Click on Superwise:** In the search bar, type **Superwise** or scroll down to the MLOps Integration section, then click on the **Superwise** icon.  
 
 3. **Select an account ID:** Select the account ID you want Superwise to integrate with.
 
 4. **Create two access tokens:** 
-* Once you select an Account ID, under **Prediction data + Generate Dashboard**, click **Create a key**. This is your new **telemetry API key**. 
-* In addition, under **Model quality metric**, click **Create a Key**. This is your **Incident Insights key**. Keep the New Relic page open for future steps.  
+* Once you select an Account ID, you'll see the New Relic Integration screen. Under **Model Metrics Data**, click **Create a key**. This is your new **telemetry API key**. 
+* In addition, optionally, you can copy the auth token under **Incident Insights**. Keep the New Relic page open for future steps.  
 
 ![Create access tokens.](./images/superwise01.png "Create access tokens")
 
-5. **Log into the Superwise portal:** Log into the Superwise portal and go to **Notification channel settings**. Select **New Relic** and create a channel name.
+5. **Log into the Superwise portal:** Now log into the Superwise portal and go to **Notification channel settings**. Select **New Relic** and create a channel name.
 
-6. **Copy and paste the token in Superwise:** Go back to the New Relic integration dashboard and copy the two tokens you created by clicking on the **copy** icon next to the **API key** and **Insight key**. On Superwise’s portal, on the **New Relic** channel, paste the **API key** under **Incident Intelligence API**, and the **Insight key** under **Telemetry Key**. Finish by clicking **Save**.
+6. **Copy and paste the key and token in Superwise:** Go back to the New Relic integration dashboard and copy the key and optional token you created by clicking on the **copy** icons. On Superwise’s portal, on the **New Relic** channel, paste the **API key** under **Model Metrics Data**, and the **Auth token** under **Incidents**. Finish by clicking **Save**.
 
 7. **Verify the Token:** Click on the **Test** button in the Superwise channel portal, to verify both tokens are working properly. A **green** or **red** status box should appear to indicate the verification.
 
@@ -42,7 +42,7 @@ Once a user configures the New Relic integration in Superwise, standard model me
 
 1. **Go to the integration dashboard:** Once you’ve tested your tokens and confirmed the integration is set up correctly, return to the New Relic integration dashboard and click on **See your data**. This will redirect you to an automatically generated dashboard powered by Superwise.
 
-2. **Analyze Superwise’s dashboard.** Superwise’s dashboard contains 3 charts: 
+2. **Analyze Superwise’s dashboard.** Superwise’s dashboard in New Relic contains 3 charts: 
 * The **Model activity** chart displays the number of active models, their activity, and the total number of predictions during a filtered timeframe. 
 * The **Model input drift** detection chart displays which models are drifting and may require retraining using a model drift leveler, scaled between 0 and 100. 
 * The **Incident Insights** chart displays how many models have open incidents, how incidents are being distributed, and deeper details on the model incident itself.