jevVIDEO
Pulse surveys use Jev to bucket and classify open-ended answers
Instead of dumping all open-ended responses into an LLM for a summary, Pulse's Text Insights uses Jev to bucket and classify each answer, enabling real-time filtering, grouping and drill-down.
Max Shaw
@_maxdshawArchived 27 days agoOriginally posted 2026.10.05
Max Shaw @_maxdshawOriginally posted 2026.10.05
pretty proud of how we built "Text Insights" on pulse surveys. analyzing open ended text response questions is tricky. most platforms shove all the responses into an LLM and get a summary. in practice this isn't that useful and you can't slice and dice data easily. instead we built a custom pipeline using jev (@typesafeai) that buckets and classifies every response. this allows you to filter and group responses in real time and you can easily go deeper with Windy whenever you want.
x.com/_maxdshaw/status/2107119645392023571Archived 2026.10.06 10:04