SportExample
Tracking pressure response across a season
A coaching staff already films every session. They want a record of how players hold up under pressure. Right now they have a memory of it.
How it would run
- →Session footage goes in. Composure and recovery come back per player.
- →Readings line up session by session, so a drift shows as a trend.
- →Thin footage returns no score.
Scores that would carry it
BusinessExample
A behavioural layer on candidate review
A hiring panel already films the last round. Right now each person on the panel forms their own read of it.
How it would run
- →The recording you already have goes in. There is no extra session to book.
- →Each candidate is scored the same way, on the same scale.
Scores that would carry it
IndividualExample
Self-coaching against your own baseline
A speaker wants to know what the room sees, not what one friendly person recalls afterwards.
How it would run
- →Upload your own footage. The standard read runs in your browser.
- →Later clips are compared against your first one, not against anybody else.
- →The report names the moments to work on, and the moments it could not read.
Scores that would carry it
HealthcareExample
A second signal beside a burnout questionnaire
A clinical lead already runs a validated burnout questionnaire. It is self-report, so it can lag.
How it would run
- →The questionnaire stays. Video adds a second, separate signal.
- →The two are read side by side. Where they disagree is the conversation.
- →Taking part is voluntary and consented.
Scores that would carry it
Pro SportExample
Consistent notes on footage you already watch
A front office already watches press conferences and interviews. They want those notes written the same way each time.
How it would run
- →Public footage goes in. The read sits beside the existing scouting file.
- →One scale is applied across the board.
- →A flagged pattern is a prompt to look again.
Scores that would carry it