Nested Knowledge Blog
A blog about systematic literature reviews?
Yep, you read that right. We started making software for conducting systematic reviews because we like doing systematic reviews. And we bet you do too.
If you do, check out this featured post, as well as other recent posts below, and come back often! We post all the time about best practices, new software features, and upcoming collaborations (that you can join!).
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Responsible AI in Evidence Synthesis: How Nested Knowledge Meets the New Standards from Cochrane Joint Statement and RAISE Guidelines
The past year has seen a surge in global attention on the responsible use of AI in systematic reviews. With Cochrane, academic groups, and regulatory-adjacent bodies releasing clearer guidance, including new summaries of the RAISE framework, research organizations are being
More Recent Posts

Responsible AI in Evidence Synthesis: How Nested Knowledge Meets the New Standards from Cochrane Joint Statement and RAISE Guidelines
The past year has seen a surge in global attention on the responsible use of AI in systematic reviews. With Cochrane, academic groups, and regulatory-adjacent bodies releasing clearer guidance, including new summaries of the RAISE framework, research organizations are being

13 Rapid Reviews in Record Time: Inside the AI-Powered Case Study
13 Rapid Reviews in Record Time: Inside the AI-Powered Case Study Background A global research team sought rapid, structured insights across multiple emerging oncological therapeutic areas (some in rare disease). The goal was to build early-stage evidence assets covering clinical,
The Utility of Rapid Reviews in HTA and HEOR for ISPOR EU 2025
Health technology assessments (HTAs) and health economics and outcomes research (HEOR) depend on timely, comprehensive evidence synthesis. Yet, traditional systematic reviews often take 6–12 months to complete. This is too slow for the pace of reimbursement decisions, price negotiations, and

Where Can You Find Us At ISPOR EU 2025?
Nested Knowledge at ISPOR Europe 2025: Advancing AI in Evidence Synthesis Nested Knowledge is proud to have a major presence at ISPOR Europe 2025, with multiple panels and posters highlighting the validation, application, and impact of artificial intelligence (AI) in

Rapid Review for the Life Sciences
Background In clinical research and strategic decision-making, speed and accuracy in synthesizing evidence are crucial. Traditional systematic literature reviews (SLRs) can take weeks or months, slowing insights into emerging therapeutic areas. To address this challenge, a global life sciences team

How Smart Study Type Tags Are Reinventing Evidence Synthesis
One of the features of Core Smart Tags is Smart Study Type – this refers to our AI system that automatically categorises the study type (design) of a given abstract. Knowing the study type is beneficial for a variety of