No one — no clinician, no committee — can hold an evidence base that grows by thousands of papers a day. So Ovivo AI reads it continuously, debating and scoring the world's biomedical literature so every conclusion shows how settled the science is, how certain it is, and where it came from. The best the evidence allows, in service of the best care for each patient.
A window straight into Ovivo AI, our autonomous evidence engine. You can watch the debate; you can't influence it, and that's the point. Showing the most active discussions, refreshing every few seconds.
A systematic review is a photograph: accurate the day it's published, and quietly out of date ever after. The gap between what the evidence shows and what reaches a clinician is still measured in years, so decisions get made on a version of the truth that has already moved on. Ovivo AI updates its synthesis within minutes of a paper publishing, and compresses the governed path to the clinician from years to days.
Conventional tools answer the question you asked, at the moment you asked it. The output is a snapshot that begins to decay immediately.
Ovivo AI keeps reasoning after you close the tab. Each document is a living artefact that re-synthesises itself against new evidence as it arrives.
Currency is worthless without trust. A synthesis you can't defend to a committee, reviewer, or regulator is a liability, so every conclusion carries its certainty, its dissent, and its provenance. Speed keeps rigour sustainable; it doesn't replace it.
GRADE certainty (high to very low), risk of bias (RoB 2, ROBINS-I), heterogeneity (I²), publication-bias diagnostics, and trial-registry linkage that catches outcome-switching and the file-drawer problem. Attached to every conclusion, not buried.
The full distribution of findings (conflicting trials, effect sizes, confidence intervals) instead of a single smoothed answer where the field splits, with explicit flags on who was studied and where the evidence may not transfer.
When a paper is retracted, corrected, or flagged for integrity, the change propagates backward through every conclusion that relied on it, and you're notified.
Search strategy, inclusion and exclusion with reasons, and conflict resolution, exposed and exportable: PRISMA flow, pre-registered protocol, full audit trail.
Where a static tool waits for your prompt, Ovivo AI runs continuously against active evidence streams and patches the document the moment something changes. Teams work in shared, governed, versioned workspaces.
Ovivo AI monitors journals, preprints, trial registries, and approved institutional datasets in real time.
New signal is appraised, weighed against the existing body, and reconciled into the current evidence picture.
The living document rewrites the affected sections, preserving a full, reviewable history of what changed and why.
If a conclusion shifts, the right people are told, and downstream guidelines can be flagged for review.
Ovivo Research is licensed to the institutions at the source of medical knowledge, the bodies that turn it into practice, and the agencies that decide what gets funded.
Keep every literature review and living systematic review current across a project's lifetime, instead of re-screening from scratch each grant cycle.
Synthesise published literature alongside consented, de-identified real-world data to see what is actually happening, sooner.
Receive drafted, evidence-linked updates the moment the underlying research moves, ready for committee review and ratification.
Base coverage, cost-effectiveness, and policy decisions on an evidence base that updates as trials report, not on a dossier frozen at submission.
This layer operates on aggregated, IRB-approved datasets. Identifiable patient data is structurally walled off and never enters it.
Ovivo proposes; people decide. Evidence updates are drafted for review; committees and clinicians stay the decision-makers.
Every synthesis is traceable to source and every revision is logged. A living conclusion is also a defensible one.
"The speed comes from compressing synthesis and drafting from months to hours. The committee still governs."
Ovivo governance principle
We're building Ovivo Research for universities, research hospitals, and guideline bodies who want continuous evidence synthesis in practice. Tell us about your work.