3. Automate the analysis
Unstructured verbatim comments provide the richest insights. You discover what’s happening on the ground, in the client’s own words. But traditionally firms have had to trade insight against speed. Manually analysing text feedback takes time. It also becomes subjective and inconsistent as more people get involved. The choice became “a quick survey” or in-depth research. But not any more.
Automating text analysis enables firms to use the most appropriate feedback channel each time. Industry-specific algorithms can analyse large volumes of text instantly. Using AI significantly accelerates feedback intelligence. It also increases consistency and ensures new themes get spotted sooner.
Once firms are benefiting from automated AI analysis, they can scale up their client listening. They’re no longer limited by the people available to review or tag feedback. Removing the resource constraints means feedback can be collected from more clients more often. This frees up the client listening teams to focus on the high-value work. They spend their time defining ‘so what’ and orchestrating firm-wide responses.