Frame the scientific output
Prediction, atlas construction and research workflow are different Missions.
Qualified scientific ownerDataset and cohort boundarySkip to content
ETHORITYAI BUSINESS OPERATING SYSTEMMISSION INTELLIGENCE OUTCOME INTERVENTION PROOF THE USEFUL NEXT MOVE
ETHORITYAI BUSINESS OPERATING SYSTEMMISSIONEpiTrace research MVPUnderstand · The landscape is visible; the primary research question is not yet selected.
Evidence-ready oncology AI research workflow
Connect a research question to models, datasets, tools, provenance and qualified scientific review.
UnderstandOptionsDecidePlanOperateImprove
Compare different causal paths
Process redesign, existing-system optimization, bounded rules, AI augmentation and automation compete on evidence and economics.
No automatic AI preferenceNo universal process-first fallbackDesign a falsifiable next test
Connect the intervention hypothesis to a metric, baseline, threshold, measurement source, failure signal and next decision.
BASELINE_REQUIRED when neededCapacity released ≠ savingsSelect whether the MVP is prediction, atlas construction, or research workflow, then inspect the matching data lineage.
Which scientific output must the first MVP produce?