Nested Knowledge Partners With Prezent Vivo for Presentation-Ready Deliverables
Turning Clinical Evidence Into Powerful Presentations
The volume of published medical research now exceeds what any team can read. Studies appear across separate databases with no shared index, and conclusions are drawn only after lengthy manual syntheses of the evidence followed by a complex write up.
The task has three parts: find the evidence, synthesize it, present it. Most workflows treat these as separate jobs handled by separate tools, with manual handoffs between them. This introduces delay at each step and error at each seam. The system described here connects all three.
Layer one: evidence. The literature is aggregated across sources rather than sampled from one. Coverage is the point. A synthesis is only as sound as the corpus beneath it, and a corpus missing an entire database is missing whatever that database held.
Layer two: synthesis. Nested Knowledge processes the aggregated evidence and produces a structured synthesis. A reviewer remains in the loop at each stage: screening, extraction, and appraisal are visible and editable, not automated away. The output is auditable: every conclusion traces back to its source studies. This matters because a synthesis you cannot reconstruct is a synthesis you cannot defend.
Layer three: presentation. Prezent VIVO renders the completed synthesis as a presentation, formatted to brand, in hours, not days. The content and the slide are no longer separate deliverables produced by separate people at separate times. The result is a single path from source to slide, with the reasoning preserved end to end. Faster than the manual process, and fully reproducible and auditable.
Start here:
The Promise of Human-In-The-Loop
Nested Knowledge's AutoLit® makes synthesis rigorous and transparent; the review is auditable, not a black box.
Prezent Vivo's domain experts shape how that evidence becomes a message your MSLs, market access leads, and medical directors can actually stand behind.
When the marginal cost of evidence synthesis aproaches zero, what remains is expert human judgment: what to synthesize and how to present it.
Use Cases
CLINICAL DEVELOPMENT & TRIAL PLANNING
When a full comparator-and-endpoint synthesis takes minutes and a decision-ready deck comes overnight, constraints disappear. Every design question can be backed by a fresh, complete review, and the review is transparent enough to defend in a protocol committee. Trials optimized only to satisfy regulators create market-access problems downstream: misaligned value recognition, evidence gaps payers won't accept, restricted uptake at launch. When synthesis is cheap, you can pull the payer-evidence lens into protocol design. Pressure-testing endpoints against what HTA bodies and payers will actually reward, before you lock the design, not after.
MARKET ACCESS
Once negotiations begin, updating them against a competitor's new readout or a specific payer's challenge is often impractical, so teams walk in with a static case built months ago. fast synthesis and faster decks turn the objection handler into a living document. When a payer raises a specific challenge, or a competitor posts new data mid-negotiation, the relevant evidence can be re-synthesized and the rebuttal slide regenerated before the next meeting. Mock-negotiation prep stops being a one-time exercise and becomes something you can re-run whenever the landscape shifts.
MEDICAL AFFAIRS
A scientific platform that maintains itself. MSLs and medical directors spend weeks reviewing abstracts, tracking KOL positioning, and watching for emerging clinical signals. When synthesis is continuous and slides are fast, the scientific communication platform becomes evergreen. New abstracts flow into a field-ready narrative automatically. Congress insights that used to scatter across disconnected summaries instead accumulate into one living story, refreshed by monthly living-evidence updates across the calendar: ASCO, EHA, ADA, EULAR, ASH, ESC, and beyond. Your field team doesn't just attend the congress. They arrive already briefed, track what matters in real time, and leave with intelligence they can use in the next KOL conversation.
