Teams across law, consulting, research, and finance trust Scirevance to surface the institutional knowledge that drives better decisions.
We spent years watching institutional knowledge walk out the door every time a senior partner retired. Scirevance finally closed that gap. The decision chronologies feature alone has saved our associates hundreds of hours reconstructing negotiation histories on recurring client matters.
The knowledge graph is genuinely impressive. Our consultants can now trace the lineage of any strategic recommendation across four years of client engagements — it is the kind of institutional memory we always wanted but never had the infrastructure to build.
AI-grounded answers with source citations. That was the requirement I could not find anywhere else. Our analysts trust the outputs because every claim links back to a dated internal document. That traceability is non-negotiable in asset management.
Onboarding new clinical informatics staff used to take months. With Scirevance, they can query our entire protocol history and get grounded answers in minutes. The time-to-productivity improvement has been remarkable.
We produce roughly 400 internal research memos per year across twelve teams. Before Scirevance, cross-team knowledge was effectively invisible. Now our knowledge graph surfaces related work automatically — we have stopped duplicating effort on topics that were already explored.
Genuinely transformative for lateral integration. When a partner joins from another firm, they are productive weeks earlier because Scirevance gives them a navigable map of how we approach similar client situations.
Our deal team can now pull the full chronology of any sector thesis — every IC memo, every follow-on note, every portfolio meeting summary — in a single query. That is institutional memory working as it should.
Regulatory submissions require you to demonstrate organisational memory over years. Scirevance's audit-ready timelines have become a core part of how we prepare for agency interactions. The ROI was clear within the first submission cycle.
Ministerial transitions are the enemy of continuity. Scirevance gives incoming officials a structured briefing layer grounded in actual decision records — not someone's recollection of why the policy was written that way three administrations ago.
Best-in-class KM tooling, finally. The natural language querying is good enough that our principals actually use it unprompted. That is the real test.
The graph-based entity linking is what sets it apart from simple semantic search. When I ask about a regulatory framework, Scirevance surfaces every research thread that touched it — from preliminary scoping through final publication — not just keyword matches.
The integration with our existing document repositories was smoother than expected. Setup took about two weeks, and the improvement in how quickly clinical teams find precedent care pathways was immediate. Four stars only because we are still waiting on the FHIR connector — the team says it is coming.
Institutional memory in private equity lives and dies in the LP relationship. Scirevance helps us recall the specific conversations, open questions, and commitments from every interaction — that level of consistency earns trust.
We field a lot of questions from junior counsel that could be answered by precedent. The AI-grounded answer layer means they get the right guidance fast, and the citation back to the original precedent memo means partners stay comfortable with the quality of the output.
After a merger, we had two separate R&D knowledge bases that nobody fully understood. Scirevance ingested both and built a unified knowledge graph that exposed surprising overlaps in our compound portfolios. We found three months of redundant work within the first week.
Strong product with real thought behind the knowledge graph design. The only friction was getting our legacy SharePoint archive properly ingested — the Scirevance team assisted but it took longer than estimated. Once live, the impact was immediate.
Public procurement is full of precedent. Scirevance lets our procurement specialists ask plain-language questions and receive answers grounded in our actual tender history — not generic guidance. The decision chronology feature is now a compliance requirement for all major contracts.
A think-tank lives on the quality of synthesis. Scirevance has become our second brain — when a researcher departs, their perspective lives on in the graph. That continuity is genuinely hard to put a price on.
Our antitrust practice handles matters that span five to ten years. The ability to build a structured chronology of every filing, position paper, and strategic decision — and then query it in plain language — has changed how we staff long-running mandates.
When a new GP joins the fund, they inherit context, not just files. That is how Scirevance changed our onboarding — instead of reading through hundreds of investment memos, they can ask questions and get grounded, cited answers in minutes.
CMC knowledge is notoriously siloed. Scirevance finally gave our process scientists a way to ask cross-functional questions and get answers that draw from formulation, manufacturing, and regulatory simultaneously. That convergence used to require a meeting.
The experience of asking Scirevance a question and receiving a sourced answer drawn from internal knowledge is qualitatively different from anything we have used before. It respects the nuance in our documents rather than flattening everything into a summary.
Solid platform for a particularly thorny problem in the public sector. The security model and on-premise deployment option were what made the procurement decision viable for us. The knowledge graph quality continues to improve with each ingestion cycle.
Our quality governance function generates enormous documentation volume. Scirevance made it navigable. When an accreditation audit arrives, we can reconstruct any decision with full provenance in minutes instead of days of archive searching.
The concept drift detection is genuinely clever — when a research question resurfaces that was explored years ago, Scirevance flags it and surfaces the original work automatically. We have avoided repeating old mistakes twice because of it.
Compliance documentation is our most time-critical knowledge. With Scirevance we can pull a complete regulatory response package — prior submissions, relevant correspondences, approval rationales — within the hour rather than the week.
Exceptional support team and a product that has clearly been built with law firm workflows in mind. The permission model respects matter-level confidentiality without requiring IT intervention for every access change.
We have tried four knowledge management platforms in six years. Scirevance is the first one our consultants actually open voluntarily. When adoption is organic, you know the product is genuinely useful.
The institutional memory problem in nursing leadership is severe — two charge nurses off sick and suddenly nobody remembers why the drug administration protocol changed. Scirevance gives our clinical leads a credible, sourced answer within seconds.
I can now brief a partner on the full history of a client relationship in twenty minutes using Scirevance — transaction history, key negotiating positions, deal breakers flagged in past matters, all surfaced and cited. Before, that briefing took the better part of a day.