This guide provides a walkthrough on how to do the Stakeholder Equity Audit Lens analysis with Qualz.ai. This lens is ideal for researchers, product leaders, and social impact teams aiming to evaluate whether their offerings genuinely support inclusion, trust, and equitable access.
Step 1: Prepare Your Interview Transcripts
To get started with Stakeholder Equity Audit Lens analysis, you’ll need transcripts of interviews uploaded into your Qualz.ai workspace. You can do this in two ways:
- Use AI-Moderated Interviews: If you have conducted interviews using Qualz.ai’s AI-Moderated Interview feature, transcripts are automatically generated, saving you significant time and effort. Ensure these sessions are marked as complete.
- Upload Existing Transcripts: For interviews conducted manually or transcribed elsewhere, you can easily upload your transcript files. Qualz.ai supports various common formats, including DOCX, PDF, and TXT. Navigate to the appropriate section in the platform to upload and process these files.
Step 2: Navigate to the “Run Analysis” Section
With your transcripts prepared, you can initiate the analysis process
- Click on the “Run Analysis” tab in the top menu.
- The “Run Analysis” area gives you the option to choose the type of lens to run the analysis.

Step 3: Select a Lens and Your Interview Transcript
You can choose from multiple lens types, such as

Here, we have selected the Stakeholder Equity Audit Lens.
- Click on Run Lens to get started
- Check the box next to each transcript you wish to analyze.
- Click the Submit button to run the analysis.

Step 4: View the Results in “Your Analyses”
Go to the “Your Analyses” tab to view your completed analysis.
With Qualz.ai’s Stakeholder Equity Audit Lens, you can uncover how inclusive, fair, and representative your product or message is, according to real voices. This lens turns transcript-level experiences into an equity performance dashboard across six key dimensions.

Equity Score Distribution across transcripts: This lens instantly understands how participants rate across low, moderate, and high equity experiences based on inclusion, trust, and fairness.

Equity Dimension Breakdown: This lens evaluates how your messaging performs in terms of access, inclusion, representation, fairness, safety, and trust, with severity scoring and range detection to flag gaps.


Stop guessing. Start measuring equity with precision. Schedule a demo now to try the Stakeholder Equity Audit Lens!