Tone & Sentiment Shift Agent
Notices the language changed, before the market does.
A Tone & Sentiment Shift Agent compares how a company talks about itself now against how it talked six months ago, and flags the negative shift in language in a results presentation — before the market opens.

The job to be done
“The tone of the commentary changes before the numbers do, and by the time we notice, so has everyone else.”
Before
Reading every presentation closely enough to catch a shift in language, across an entire portfolio.
After
The change in language flagged, with the comparison, before market open.
How it works
- 1
Reads the new material
Takes the results presentation or announcement as it is published.
- 2
Compares against history
Sets the language against the same company's prior communications.
- 3
Flags the shift
Surfaces where the tone has moved negative, with the specific passages.
- 4
Delivers before open
In the analyst's hands ahead of the market.
Where this one was built
Built for a listed Australian asset manager, watching language shift across their portfolio ahead of market open.
Questions
What does a Tone & Sentiment Shift Agent do?
It compares how a company talks about itself now against how it talked previously, and flags a negative shift in the language of a results presentation — with the specific passages — before the market opens.
Want this one running in your business?
We will scope it against your systems, build it, and teach your team to build the next one themselves.