Real pilots, honest numbers

Case Studies

Early cohort pilots where classrooms use Coral Lookout in the field. We publish what's real and mark what's pending — no invented metrics.

Pilot in progressPuerto Rico

Puerto Rico Classroom Pilot

Our first cohort pilot: classrooms in Puerto Rico using Coral Lookout to scan local and coastal reef images, build a shared class dataset, and learn reef science hands-on. Results are still coming in — this page will update as real numbers land.

Live when available

Students enrolled

Live when available

Reef scans logged

Live when available

Classrooms participating

Pilot goals

  • ·Validate the join-code onboarding flow with real classrooms
  • ·Collect verified, geotagged scans from a coastal region
  • ·Test the teacher dashboard, exports, and private leaderboard under real use
  • ·Gather honest feedback before broader school rollout
Placeholder — pending approval

“Placeholder quote — pending pilot partner approval before publishing.”

Pilot educator, Puerto Rico (name pending)

Cite this class dataset

For students and researchers referencing this cohort's Coral Lookout observations in a paper or report.

Puerto Rico Classroom Pilot. (2026). Coral Lookout Reef Observation Dataset — Puerto Rico Cohort [Data set]. Coral Lookout. Retrieved from https://corallookout.org/case-studies

Want your school in the next case study?

We publish honest, in-progress numbers — not polished marketing stats. Book a pilot and help write the next one.