Mission

Round table at SPIEF 2026 seen from above, with participants seated around a white circular table and screens showing the session title on human capital and health.
Session on human capital and health at SPIEF 2026.

MissionThe problemIn three partsCommitments

Mission

To make daily clinical-reasoning practice a standard part of medical training worldwide, in every clinician's own language, and to give the institutions that train and employ them the measured proof that reasoning is improving.

The problem

Diagnostic reasoning is the central skill of medicine and the one least served by how medicine is taught. Question banks and video libraries test recall and deliver content, but reasoning is a skill, and skills decay without deliberate, repeated practice.

Training is organized around examinations rather than daily habit, and almost all of the best tools exist in English only, which leaves the majority of the world's future physicians practicing in their second language or not at all.

In three parts

  • One new clinical case a day. Up to 6 clues and ICD-10 proximity feedback in 5 levels. Clinical reasoning should be practiced every day, measured, and improved.
  • Six languages. Portuguese, English, Spanish, French, German, and Russian. When we audit each case, we check whether the five other languages preserve the same clinical meaning as the original.
  • Measured proof. From the first year of medical school through a full career of continuing education. Education brings diagnostic practice into the curriculum. Enterprise reaches corporate health systems. Partnerships

Commitments

  • Editorial independence. Clinical content is authored and reviewed for accuracy, never for any sponsor's message, with a firewall between any external funding and case content.
  • Fictional cases, audited before publication. If the ICD code does not appear in the expected concepts, if the related chapters do not support the diagnosis, or if a critical translation inverts the clinical meaning, the case is not treated as approved. It goes back for review, correction, or corpus expansion.
  • Error as information. When you guess cholecystitis instead of appendicitis, you are thinking right. When you guess myocardial infarction instead of appendicitis, your thinking is far off. Both errors get different feedback because they mean different things at the bedside.
  • Free daily case. The daily case is free, forever. The daily pulse of clinical reasoning does not live behind a paywall.

NEXO lives between the textbook and the rotation. It replaces neither. It trains the gear that connects them.