AI: Comment analysis
Hear what your operators keep saying.
Operators write notes all day. Comment analysis reads them for you, groups the ones that describe the same problem, and shows how often each problem appears and on which shift.
What it does
Scattered notes become themes you can act on.
Nobody has time to read a month of free-text notes. The rollup turns them into a short list of recurring problems, each with a real operator note beside it.
- Groups notes that describe the same problem, even when they are worded differently.
- Counts how often each theme appears and on which shift.
- Keeps a representative operator note alongside each theme, in the operator’s own words.
- Where enabled, an AI summary names the most-mentioned theme.
How it works
How it works, in three steps.
Operators keep writing notes
Nothing changes on the floor. Notes entered against downtime and jobs are the raw material.
Similar notes are grouped
Notes that describe the same problem become one theme, counted by shift.
You see the rollup
A ranked list of themes with a sample note each, and an optional AI summary of the top one.
See what your operators are telling you.
Bring a few weeks of operator notes and we will walk through the themes Comment analysis finds.