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Sample pilot dashboard
Sample data — illustrative only. Simulated to demonstrate CueBeat's measurement workflow.

Island Pacific Academy

24 class participants · 6 rotating demonstrators · 6-week pilot

How this pilot actually runs

One shared instructor laptop / projector runs the class for all 24 participants. Instructors record attendance and participation. Only one selected student — the Student Demonstrator — uses the Form Mirror camera at a time. Form Mirror tracks exactly one person and records full-session observable-form measurements. Camera frames and landmarks are never uploaded or retained; only derived aggregate measurements are stored.

No rankings, leaderboards, medical claims, or named minors. Pseudonymous cohort labels only (Student A, B, …). "Observable form changed" is honest — "posture improved" would not be.

Retention posture: school-pilot student data is targeted for deletion or de-identification within 30 days after pilot end, or earlier on verified school request. Pseudonymous labels are used throughout.

Class size
24
over 6 weeks
Avg attendance
21.7
of 24 per session
Demonstrators
6
6 baseline · 6 final
Practice readings
13
between baseline and final

Class attendance & participation

Instructor-recorded weekly participation for the full class.

Sample data — illustrative only. Simulated to demonstrate CueBeat's measurement workflow.

Paired baseline vs final — same pseudonymous cohort

Full-session observable-form measurements. Same student, same setup. Wellness guidance, not a medical measurement.

Sample data — illustrative only. Simulated to demonstrate CueBeat's measurement workflow.
Baseline mean
62.7
Final mean
71.5
Cohort observable-form change
+8.8
Illustrative only

Rotation timeline

Which pseudonymous demonstrator used Form Mirror in which week, and under which phase.

Sample data — illustrative only. Simulated to demonstrate CueBeat's measurement workflow.
WeekDemonstratorPhase
Week 1Student Abaseline
Week 1Student Bbaseline
Week 1Student Cbaseline
Week 1Student Dbaseline
Week 1Student Ebaseline
Week 1Student Fbaseline
Week 2Student Apractice
Week 2Student Bpractice
Week 3Student Cpractice
Week 3Student Dpractice
Week 4Student Epractice
Week 4Student Fpractice
Week 5Student Apractice
Week 5Student Bpractice
Week 6Student Afinal
Week 6Student Bfinal
Week 6Student Cfinal
Week 6Student Dfinal
Week 6Student Efinal
Week 6Student Ffinal

Rotation coverage

Each demonstrator receives a baseline and a final; practice readings in between.

Sample data — illustrative only. Simulated to demonstrate CueBeat's measurement workflow.
DemonstratorBaselinePracticeFinal
Student A58%367%
Student B63%268%
Student C64%377%
Student D65%374%
Student E63%168%
Student F63%175%
Numbers are seeded and identical every load. This dashboard describes CueBeat's actual measurement workflow — one shared laptop, one demonstrator on camera at a time — not a real cohort's results.