Analyze results on the foundation the trial ran on.
Inspect the raw measures behind every endpoint and assemble review-ready evidence — starting from the governed data your team already trusts.
From raw measure to review-ready evidence.
Exploration, evidence assembly, and standards exports start from the governed foundation the trial runs on — instead of another environment to load and reconcile first.
Inspectable raw measures
Deep, modality-specific views — imaging reads, ECG waveforms, spirometry efforts, questionnaires. The raw material of the analysis, inspectable by clinical science and biometrics.
Evidence assembly for review
DSMB and interim review evidence assembled from live, traceable data — no more rebuilding the same tables before every review.
SDTM & ADaM export
Automate export to submission standards from Vivo’s governed data model.
Hypotheses surfaced, evidence attached.
The clinical science agent queries the core data model and surfaces trends and hypotheses on endpoints and subpopulations — for the team to review, not to replace the analysis. Exploratory work stays clearly separated from confirmatory statistics.
Endpoint trajectories and arm-level comparisons as the data accrues
Subgroup divergences flagged for investigation
Population and deviation effects on analysis sets made visible early
Every generated hypothesis carries its query and reasoning steps
Divergence is sharper in the treatment arm among more-impaired subjects at baseline — suggesting a possible responder subgroup worth pre-specified follow-up.
Major IP deviations concentrated in 9 subjects explain a near-empty per-protocol population — flagged months before the interim, not at it.
Injection-site reaction rate flagged for medical review — pattern consistent with SC administration route. Expectedness and causality assessment remain with the medical monitor.
Exploratory · reviewable reasoning + query attached · not a statistical conclusion · arm-level views role-gated to unblinded users
Prove it on the foundation the trial ran on.
Interims through submission, with no handoff and no second source of truth — see what analysis on one validated foundation looks like.
