Data, methods, and validation pipelines are open unless there is a compelling reason to restrict. Science advances through transparency.
Every outcome becomes new evidence. Every decision feeds back into the system. This is not a pipeline — it is a cycle.
Raw Observation → Evidence → Validation → Knowledge → Foundation Intelligence → Prediction → Decision → Outcome → New Observation
Every JumpHealth™, JumpID™, and JumpChain™ report generates new evidence that feeds back into the system.
Every EQAI finding passes through multiple validation stages before it reaches users. Nothing is published without traceable evidence.
Coordinate consistency checks, allele frequency validation, Hardy-Weinberg equilibrium testing across all genotype data.
✅ AchievedFindings verified across independent breed populations. Associations must replicate in multiple genetic backgrounds.
✅ AchievedEvery variant cross-referenced with dbSNP rsID, OMIA disease associations, and peer-reviewed publications.
✅ AchievedDomain expert review of interpretations. Veterinary geneticists validate clinical relevance of findings.
🔄 In ProgressOngoing validation as new data arrives. Conclusions are versioned and updated when evidence changes.
🔄 In ProgressSystematic investigation into genetic basis of cold tolerance across 17 equine breeds. Candidate gene identification with cross-breed validation.
Neural-Cognitive-Developmental System — a three-layer hierarchical model for complex equine traits organization.
Comprehensive allele frequency database across equine breeds — foundation for breed-specific risk assessment.
Standard identifiers and searchable indices
Versioned releases via open APIs
Standard schemas for integration
Clear provenance and licensing
Every EQAI output includes a version number, a data source timestamp, and a validation status. When new evidence contradicts an existing conclusion, the conclusion is updated — and the change is published. Missing evidence is surfaced, not hidden.