The At a Glance widget on the Dashboard gives you a summary of the verbatim on the current screen.
Drill in to a Theme, Concept or Phrase, and if desired apply any filters, then click 'Generate' to get your summary. This is a great way to understand what any given theme is about.
Technical Note:
Our summary generation process follows these key steps to ensure high-quality results:
Sample Selection: We carefully select a representative sample of verbatims from your available data to ensure comprehensive coverage.
Key Phrase Analysis: From these verbatims, we identify and extract key phrases, focusing specifically on those that show strong correlations (NPMI) with each other. This helps us capture the most meaningful relationships in your data.
Frequency Analysis: We calculate the occurrence frequency of these correlated key phrases to understand their relative importance.
Context Enhancement: We combine the selected verbatims, correlated phrases, and their frequencies into a specialized prompt for our AI engine. This enriched context enables the AI to generate more accurate and relevant summaries of your chosen theme, segment, or concept.
This process helps ensure that the summaries you receive are both comprehensive and focused on the most significant aspects of your data.
WARNING: This summary is generated using Gen AI. This means there is no way to validate the accuracy of what comes back short of reading all the verbatims yourself. You just need to "trust" the AI. What you can do is cross-reference the Context Network and Key Phrases to ensure they match what you are seeing on the screen.
Security
Kapiche is committed to the responsible use of AI. Which is why we follow NIST AI RMF.
We take your trust seriously.
No data is stored or used for training of Generative AI models by Kapiche or any of our partners. Use of At a Glance is opt-in. If, in the future, we remove the button to generate the summaries, we will provide a way to opt out of Gen AI usage.
If you have any concerns with the above, please reach out to us.