How Aditum Works
From learning goal to interactive case.
Start with a short clinical brief. Aditum assembles the case structure, then turns it into a live sequence of decisions learners can work through.
Prompt
Start with a learning goal.
Set the learner, setting, and decision.
Generate
A structured case takes shape.
Generate modules, teaching goals, and evidence links.
Reason
The case becomes interactive.
Learners reason through evolving decisions.
What Good Reasoning Requires
Diagnosis is a path, not an answer.
Question banks tell you whether you remembered the right pick. Good clinical reasoning training has to show the chain of decisions that got you there, and the patient factors that should have changed the path.
Frame the question, not the answer.
Each test should be ordered around what result would actually change management. The case should make that fork explicit, not just reward recall.
Watch the patient, not the vignette.
Pregnancy, renal function, bleeding risk, and trajectory should change the right path. Good reasoning training shows the pivot when the patient changes.
Trace the reasoning to the source.
Recommendations are strongest when the supporting line from the guideline is visible at the decision point, not buried at the end of the case.
Debrief the path, not just the score.
After the case, learners should see where their reasoning held up, where stewardship slipped, and what would have been higher-value for this exact patient.
How Aditum Is Built
A clinical knowledge graph, grounded in the literature.
aditum is built on a 46-table clinical knowledge graph, from presentations to diagnostic pathways and management decisions, with evidence connecting every step.
Each case is assembled from that graph to guarantee a clinically coherent structure, with every recommendation linked back to peer-reviewed sources and current society guidelines.
For Every Stage
Clinical reasoning practice for every level.
The same case can be scaffolded for students, paced for residents, or tuned for attendings and educators who want cases on demand for teaching.
Students
Learn how to think clinically.
Build problem representations, differentials, and test strategies with guided feedback.
Residents
Practice clinical decision making.
Work through realistic cases that test prioritization, stewardship, and management.
Attendings & Educators
Cases on demand for teaching.
Generate cases for teaching rounds, prep sessions, or board review with cited references attached.