LookBeyond helps research teams find non-obvious connections across documents, articles, and topics — combining semantic search, graph visualization, and AI explanations.
Visualize relationships between articles, topics, and concepts as an interactive network. See clusters and bridges you'd never find through linear search.
Search by meaning, not keywords. Input your research context in natural language — the graph reranks results and surfaces semantically related paths.
For every discovered connection, LookBeyond generates an AI explanation — so you understand why two seemingly unrelated topics are linked.
Save exploration paths, build curated knowledge maps, and return to your research exactly where you left off — across sessions and topics.
Browse content through structured category trees. Drill deep into subtopics without losing the broader context of your investigation.
Connect any two concepts and let the graph reveal the shortest — and most surprising — routes between them through the knowledge space.
Track how geopolitical events connect across military, economic, and historical dimensions. Discover hidden networks behind policy shifts before they become obvious to everyone.
Find interdisciplinary connections between papers from different fields. Surface the concepts and researchers that bridge your domain to unexpected neighbors.
Map relationships between actors, events, and documents. LookBeyond makes pattern recognition systematic — not dependent on what you already know to search for.
The most valuable insights live at intersections between disciplines — today that discovery is reserved for well-funded institutions. LookBeyond changes that.
The most valuable insights often live at the intersections between existing documents, papers, and articles — not in any single source. Today, that kind of discovery is reserved for well-funded institutions with large research teams. I want to change that.
LookBeyond is built on one simple conviction: knowledge discovery shouldn't depend on what you already know to look for. Whether you're tracking geopolitical events, researching across disciplines, or investigating complex networks of actors — the connections are already there. You just need the right tool to see them.
I'm currently looking for a small number of European think tanks to partner with — not as beta testers, but as genuine collaborators who help shape this into something that fits how research actually works. Founding partners get free access, forever.
I'm inviting a small number of research organisations to shape LookBeyond around real workflows. Founding partners get free access — forever.