HR Insights from Employee Feedback
Analyze internal feedback automatically, detect weak signals, and turn employee sentiment into actionable HR strategies.
An annual survey, and the hundreds of comments that follow
Every engagement survey produces its scores, plus pages of open comments nobody has time to read end to end. The HR lead skims the worst ratings, quotes three verbatims for the executive committee, and the rest sits in the export file until next year. Whatever pattern was building across those unread pages stays invisible until it turns into a resignation letter.
What a quick read misses
A fast pass catches the extremes, rarely the quiet recurrences: a word that keeps surfacing across several departments without ever making it into a summary, a shift in tone between two survey waves, a topic that grows slowly and never crosses the threshold that would trigger a flag. The fixed categories in standard surveys tend to flatten these nuances rather than surface them.
The data has to line up across waves first
This only pays off if surveys run on a stable footing, the same collection channels, a theme vocabulary that doesn’t shift between waves, a named owner to arbitrate ambiguous categories. Without that continuity, each analysis starts from zero and no trend can build. A single one-off survey doesn’t justify building this; the value comes from the second and third waves, not the first.
We move from theme extraction to HR judgement
We build an analysis that reads the full set of comments, groups recurring topics, tracks their evolution wave over wave, and flags unusual shifts in tone. The HR lead gets a summary organised by theme rather than a cloud of quotes, with a path back to the original comment. Interpreting causes and choosing actions stays their call: the tool organises the material and leaves the decision to the person who owns it.