Inference
Clinical inputs are normalized, routed through the deterministic clinical inference core, optionally augmented by configured model providers, and stored with CIRE runtime signals.
Evidence-aware clinical infrastructure for teams that need traceable reasoning, verification, and outcome-linked evaluation. Veterinary medicine is its first proving ground.
VetIOS connects structured case evidence, a versioned inference core, CIRE verification, and later outcomes. The record preserves what was predicted and what was subsequently observed, creating an auditable basis for clinical review and system evaluation.
Clinical inputs are normalized, routed through the deterministic clinical inference core, optionally augmented by configured model providers, and stored with CIRE runtime signals.
Confirmed findings are linked to the original inference with their source and review status. Outcome receipts preserve the prediction and later evidence for eligibility checks and evaluation.
Synthetic case variants pressure-test the same inference path and report stability across confidence and safety states.
A reviewed outcome links back to the recorded prediction. Eligible evidence can support replayable evaluations and calibration assessment. Receipt integrity, clinical confirmation, consent, and evidence quality are checked separately. Linking an outcome does not automatically change model weights or authorize a clinical action.
Explore outcome-to-evaluation replay