VISUAL DATA SCIENCE · COGNITIVE CARTOGRAPHY
See the whole landscape.
Mantis turns multimodal knowledge into a shared map where people and AI reason together while keeping the evidence, provenance, and missing context in view.
EXPLOREVisual-first analysis
Explore relationships, inspect evidence, and follow context across a map.
Explore the platform
SHARECollaborative workflows
Share discoveries through journeys, vignettes, and reusable workflows.
Explore the platformA new canvas
for curiosity.
SpacesMap and inspect complex data.ComposerAgents grounded in map context.MultimodalText, PDFs, tables, media, and scientific data.WorkflowsBuild reusable, node-based data workflows.Models & servicesChoose OpenAI or private vLLM services per space.Developer toolsMCP, CLI, extensions, notebooks, and APIs.
Semantic spaces.
Explore mappingTurn raw documents, tables, media, repositories, and scientific data into visual spaces where structure and relationships become visible.
Multi-source data ingestionAutomated embedding and clusteringInteractive maps and categoriesBags, trees, and floorsLasso and path exploration
Composer and agents.
Meet the agentsUse Composer and MantisGPT with selections, clusters, documents, and map context kept visible throughout the analysis.
Composer and MantisGPTNarration and summarizationEvidence-linked responsesReusable agent toolsMap-grounded context
Multimodal spaces.
Explore multimodal spacesCreate unified spaces from text, PDFs, tables, images, audio, video, coordinates, molecules, and biological data.
Images, audio, and videoCSV and XLSXH5AD and molecular dataGitHub and Hugging FaceAcademic and web search
Visual workflows.
Build a workflowCompose node-based data workflows, connect reusable steps, schedule runs, and carry mapped evidence into repeatable analysis.
Visual workflow builderCustom Python stepsJourneys and waypointsAgent orchestrationScheduled and reusable runs
Models and services.
See model optionsChoose OpenAI or private, server-hosted vLLM services for chat, embeddings, and instruction-following work in each space.
OpenAI chat and embeddingsPrivate vLLM embeddingsPrivate vLLM instruct servicesChat, embedding, and instruct choicesModel selection per space
Developer tools.
Open developer docsExtend Mantis through MCP, the command-line interface, custom panels, notebooks, and the developer API.
Mantis MCP toolsCLI for Codex, Claude Code, and OpenCodeCustom panels and extensionsInteractive notebooksDeveloper API
Talks, demos, and field notes
Mantis in the field.
Watch the original cognitive-cartography talks, platform introductions, and research keynotes.
View the full playlist
Stay at the wheel.
Explore the map, challenge the model, and decide what deserves attention next.
Start exploring