Transcript
A group can share lots of views at once. AI can help find common themes. Read the full comments, too. So each voice still counts.
Three key points
- Large groups produce more feedback than anyone can read at once.
- AI can sort comments into common themes quickly.
- Reading the full comments keeps individual voices in view.
Summaries that still listen
Technology teams gather more feedback than ever: survey answers, support messages, comments from testers and notes from workshops. Summarising it by hand is slow, and the temptation is to skim. Nicole Junkermann sees AI as a good way to sort that volume into themes, so the larger patterns appear in minutes rather than days. The risk is that a neat summary flattens the unusual comment, the one that points to a problem nobody else has noticed yet. That is why the summary works best alongside the source: use the themes to see the shape, then read the full comments to find the detail. It is a small habit, and it keeps a product honest about the people it serves.
More videos
- Spotting Gaps in a Plan
- Why AI Interoperability Matters
- AI on Your Own Device
- Testing AI on Real Tasks
- Checking an AI Match Report
Find all six clips, the tech notes and the reading list on the Nicole Junkermann homepage.