This is a prototype, built from your Contra post with example candidates and an illustrative rubric. The version we would actually build runs on your invitees, your criteria, your studio's taste.
A small piece of the tool, running live
We built this so you can feel the pipeline before you commission it.
Three real public figures, scored against an illustrative rubric we wrote from your post. Press play to watch it run. Then move the weights and see the ranking respond.
01
Source
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02
Research
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Video
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Score
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05
Report
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A note from Utkarsh
Let's see if this fits your room.
Everything above is a prototype, put together after reading your post. The candidates are not yours, the rubric is something we wrote ourselves to show the shape of the work.
The real version runs on your past invitee data and your criteria. If it feels promising, the simplest first step is a one-event calibration: share a slice of accepted and declined invitees from one past event with the criteria you used, and we will come back with the fit report inside a week. No commitment either way.
Utkarsh, 7 Seers Media