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Literature review
Map a whole field at once and see where the work clusters, overlaps, and thins out.
Cognitive cartography · Built at MIT CSAIL
See the structure in what your organization already knows
Mantis turns the collections, systems, and workflows an organization already runs into one space people and AI can reason in together. Born at MIT CSAIL, out of two decades of work making the human genome readable: the same problem at a different scale.
One space for everything an organization holds
Documents, datasets, media, tickets, and the systems that hold them are gathered into one embedded space, where related material sits together whether or not anyone filed it that way. People and agents work from that single view, reason over the same evidence, and act on the same systems.
Connects to the sources you already use
Mantis reads open corpora, institutional archives, and your own private collections through the systems that already hold them, then maps the result into one environment your teams and agents can work in.
Built for the material an organization already holds
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Scientific data
Explore genomics, single-cell, and molecular collections without writing a pipeline first.
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Codebase mapping
Index the software an organization already runs and see which parts of it actually relate to each other.
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Embedded maps
Put a live Mantis map inside your own product, notebook, or internal tool, where the work already happens.
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Media archives
Bring images, audio, and video into one searchable space alongside your text.
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Agentic research
Let agents read the map, propose next steps, and cite the points behind every answer.
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Public corpora
Work directly on arXiv, PubMed, and open government data without staging it yourself.
Structure you can name, compare, and act on
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Latent space exploration
Dimension-reduced embeddings laid out so proximity means similarity. The shape of a collection is visible before you query it.
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Hierarchical clustering
Unsupervised clusters, labelled automatically and nested. Zoom from the whole corpus down to a single record.
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Semantic and keyword search
Search by meaning or by exact string, then narrow with categoric, numeric, and date filters on the same map.
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Bags and threads
Save any subset of points as a named bag, and save the whole view as a thread you can return to or share.
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Traceable evidence
Every summary and every agent conclusion links back to the points that support it, so a decision can be checked against the record it came from.
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Multi-agent orchestration
Agents read the same map your team does, propose the next action in real time, and extend the workspace through a plugin system.
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Collaborative analysis
Shared editing, customizable layouts, and a coding widget for computing directly on the data behind the map, inside the workflow rather than beside it.
Stay in touch
Talks, walkthroughs, and releases, as they happen.
