Frontier is a network of practising clinicians who review and sharpen the models behind the platform. Paid, remote, and built around your list.
Apply to the networkReview real model reasoning against your clinical judgment, not annotation drudgery.
Author the cases and rubrics that define what good looks like in your specialty.
Design the scenarios that push models to their limits before patients ever could.
Audit outputs across specialties and feed findings straight into model refreshes.
Frontier work reads like the ward, not like data entry: differential reasoning, guideline judgment calls, and the kind of edge cases you argue about at handover.
Choose projects by specialty and availability, work around your clinic schedule, and be paid competitively for genuinely specialist knowledge work.
Consented, de-identified review loops feed every model refresh, so the standard you hold on Frontier becomes the standard patients get in clinic.
Consented cases are de-identified, reviewed by practising specialists, scored against clinical benchmarks and folded into the next refresh. The cycle repeats every release.
Paid engagements for practising clinicians, in every specialty. Choose your field and hours.
“This is the closest thing to attending-level reasoning I have done outside the ward, and it actually changes what the model does next week.”
Every case you review reaches
every patient the model will ever see.
That is the scale of it.
Tell us your specialty and availability, and we will match you to a live WA\ Frontier project.