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Feedback Intelligence: Leveraging AI for Personalized and Impactful Feedback

This article will cover the Performance Intelligence feature, powered by AI, which helps users generate high-quality feedback based on the recipient's job title and skills.

This AI-driven tool supports users who may find it difficult to write feedback or need inspiration, ensuring the messages are unbiased and well-expressed.

Image: Performance Intelligence Program โ€“ Social Feed Home Page

On the social feed page on the top left corner a welcoming message will be displayed with the userโ€™s name and picture including the count of Received and Sent feedback for this particular type of program.

In the top right corner, there is a slider with three different options:

 
  1. AI Suggestions will display up to 5 slides, with the type of slide indicated in the top-left corner. The suggestions are as follows:
  • From Your Team: Colleagues under your manager, excluding those you have given feedback to in the last month. 

    Image: Performance Intelligence - AI Suggestion > From Your Team
  • Your Manager: Will show your manager only if you havenโ€™t sent any feedback to them in the last month.

    Image: Performance Intelligence - AI Suggestion > Your Manager

  • If You're a Manager: It will list your direct reports, excluding those to whom you have sent feedback in the last month.

    Image: Performance Intelligence - AI Suggestion > Direct Report


2. It's been a while - This slide will appear only if thereโ€™s feedback to show. It will display if you havenโ€™t sent feedback or if the last feedback was more than 30 days ago. Image: Performance Intelligence - AI Suggestion > Recent Interaction
3.
Quote slider โ€“ There are 6 predefined quotes and the user will see a different one each time they refresh the page.
Image: Performance Intelligence - AI Suggestion > Quote Sliders
 

Create Feedback - Select Your Writing Flow

Below the user and the slides, in the center of the social wall, there is an option for users to choose between writing a feedback with the help of AI or refining the existing feedback based on a feedback message. 

Image: Performance Intelligence - Create Feedback modal

Write it for me

Image: Performance Intelligence - Write it for me

In this section, suggested recipients will be displayed based on:

  • Your Team
  • Your Manager
  • If the logged-in user is a manager
  • Recent Interactions

There are two options for creating feedback: Search for Recipient and Manual Input.

  • Search for Recipient: This option follows the familiar workflow, allowing you to search for users in the database based on your criteria and send feedback directly to the selected recipient.

  • Manual Input: Choose this option if you want to generate feedback without sending it through the tool. Instead of searching the database, you will provide the recipient's name and job title in a modal. You can then copy the generated feedback and send it externally.

Both, search recipient, or manual input will open a modal to add the recipient to whom this feedback should be send. 

Image: Performance Intelligence - Search for Recipient

*Note: Only one recipient can be selected at a time. If you select a new recipient, it will replace the previous selection.

Image: Performance Intelligence - Manual Input

When the user selects 'Manual Input,' they are required to fill out the following fields:

  • First Name (required)
  • Last Name (required)
  • Job Title (required)
  • Department (required)

Once a user is selected, their details will appear in the top-right corner. This view is the same for both manual input and searched recipients. The displayed details will include:

  • Profile Picture (or initials if no image is available)
  • Full Name
  • Job Title, Org Unit
  • Role Label (e.g., Team Member, Manager, Direct Report, or no label if none of these apply)

An "X" at the top right of the modal allows you to remove the selected user and return to the previous selection screen.

If the recipient is selected manually, the image section will display the initials of their first and last name. Below their name, their job title will appear. Additionally, instead of the usual team member, manager, or direct report label, the label "External Contact" will be applied.

Image: Performance Intelligence - Manual Input > External Contact

 

When a recipient is selected, you will be taken to the next step, which includes two sections:

- Feedback Behaviors - Based on global company behaviors 

- Job Areas - AI-generated topics based on the job title for the selected user.

Image: Performance Intelligence - Write it for me > Choose Behaviors & Job Areas

 *Note: Company behaviors will appear only if enabled in the program configuration & the user must select at least one behavior or one job area theme to proceed.

 

When viewing the behavior info, a modal will open displaying its description and the behavior image defined in the admin settings.

Image: Performance Intelligence - Behavior Info

The next page is for selecting topics. Based on the selected themes, AI provides different topics. The sections are organized according to previous selections, whether from behaviors, job title, or custom topics.

Image: Performance Intelligence - Regenerate Topics

*Note: An option to regenerate topics is available if needed.

At the bottom of the page, there are three buttons:

  • Go Back: Takes the user back to the previous page where themes are defined.
  • Add Custom Topic: Opens a modal for users to add a custom topic if the desired one isn't available.
    Image: Performance Intelligence - Add Custom Topic Modal
  • Add Selected Topics: Moves the user to the next page to rate the selected topics.

Rate Topics Page

The user must rate at least one topic to generate a personalized message, or add a custom topic for more specific feedback.

Image: Performance Intelligence - Select Topic(s)
Each rating experience has different keywords to emphasize  and additional input field. Upon rating the topics, user needs to click the 'Generate Message' button and the message is generated with the help of AI. 
 
*Note: Clicking on a selected word will unselect it. Selecting words to emphasize is optional, so a message can still be generated even if no words are emphasized. Multiple words can be selected for emphasis.
Rate Experience - has a default value of "Good," but you can choose from the following options: Poor, Fair or Great.
This is the final step before submitting the feedback, where the user can review the AI-generated message based on the selected topics.
Image: Performance Intelligence - Adjust your Feedback Message

Adjust Tone - (default: Neutral): Choose from Gentle, Neutral, or Strict. 

Adjust Length โ€“ Choose either a 'Shorter' or 'Longer' message. 

Control Changes: 'Undo' and 'Redo' options. Once you start typing your message, you will be able to undo. This applies for the manual input, not when it's generated by AI.

In this section, we display the 4Cโ€™s methodology parameters โ€“ Context, Collaboration, Change, and Consequence โ€“ along with Stereotypes and Behaviors (if included in the program).
The context will always remain in the green zone, as it is consistently provided by AI-generated messages. With AIโ€™s assistance, aspects like collaboration, change, stereotypes, and consequences will consistently stay within the green zone too.
If the user modifies the message, these parameters may change accordingly. Additionally, if the message contains a stereotype, it cannot be sent.
For example, if the user removes the Collaboration example, it will shift to the red zone. However, all AI-generated messages will initially have green options and be free of bias.
The "Send Feedback" button prompts a confirmation before sending the feedback. If youโ€™re sure you want to send it, click 'Yes'. Otherwise, you can review the message and make any necessary changes.
Image: Performance Intelligence - Send Feedback Alert
*Note: If the user manually searches for a recipient, the feedback will not be sent through the platform but will be intended for external sending. Instead of the "Send Feedback" button, there will be a "Save Draft" button. Clicking this will save the feedback as a draft, which will still appear in the sent feedback list, marked as a draft.

Refine my Draft

The first step in the "Refine My Draft" flow is to select the recipient and send the refined feedback, or manually input the recipient's details to create a draft message that will not be sent.

Image: Performance Intelligence - Refine my Draft

Image: Performance Intelligence - Refine my Draft

At the bottom of the page, there are two buttons available:

  • Go Back: Returns the user to the previous page to select the feedback recipient.
  • Refine My Draft: Takes the user to the next page, where the message will be enhanced with AI.

*Note: In this flow, providing context for the message is essential. Without context, AI cannot effectively refine the draft. 

Adjust Tone - (default: Neutral): Choose from Gentle, Neutral, or Strict. 

Adjust Length โ€“ Choose either a 'Shorter' or 'Longer' message. 

Control Changes: 'Undo' and 'Redo' options. Once you start typing your message, you will be able to undo. This applies for the manual input, not when it's generated by AI.

In this section, we display the 4Cโ€™s methodology parameters โ€“ Context, Collaboration, Change, and Consequence โ€“ along with Stereotypes and Behaviors (if included in the program).
The "Send Feedback" button will submit the feedback, but an alert will prompt you to confirm before proceeding.
Image: Performance Intelligence - Send Feedback Alert

Sent/Received Feedback

The "Received" and "Sent Feedback" tabs are located on the left side of the page. Transactions are displayed below the selected tab, ordered from most recent to oldest.

Image: Performance Intelligence - Sent & Received Feedback

 

To view specific feedback, just select the desired entry from the list on the left side of the screen. The next page will show all relevant details, including the recipient, the sent feedback message, the date it was sent, as well as the highlighted keywords and selected topics.

Image: Performance Intelligence - Sent Feedback

 

This view enables an initial analysis of the feedback, providing the option to see whether the user has improved in a specific area or not.

The 'Show More' option offers a full overview of the sent feedback message.

*Note: If a feedback was previously saved as a draft, it will appear with a 'Saved Feedback' label.

Image: Performance Intelligence - Saved Feedback

 

The same logic applies to the 'Received' feedback tab. To view the feedback messages youโ€™ve received, simply select the desired entry from the list on the left side of the screen, and the relevant details will be displayed as described above.

Image: Performance Intelligence - Received Feedback