Topography is clinical validation infrastructure for AI in healthcare. Pre-launch validation, ongoing performance review, and the evidence buyers and regulators ask for — built into your product cycle.
For Technologists
Topography manages the validation, evaluation, and ongoing clinical review behind healthtech products that have to be right the first time. Measure real-world efficacy, surface where the model breaks, and produce the evidence that sets your product apart.
Schedule a callFor physicians and scientists
Standing panels, fair rates, real protocols, named authorship where it’s earned. We do not run unpaid screening calls and we do not sell your contact information.
Apply to the networkA standing roster of ABMS-board-certified physicians, RDs, PharmDs, and clinical PhDs — credentialed, contracted, COI-cleared, and paid at fair-market value. We run scheduling, engagement letters, and disbursement so the validation work itself can move at clinical speed.
Multi-reader review against a pre-registered protocol. Inter-rater reliability reported, disagreements adjudicated rather than averaged. Output suitable for an FDA submission, a pilot contract, or a peer-reviewed paper.
Ground-truth labels for training and evaluation sets, endpoint design, and labeling rubrics authored alongside your clinical lead. Plus advisory access to the same panel — physicians, RDs, PharmDs, and clinical PhDs — for the calls that surround the work.
