Every new account gets a personal copy of an anonymised tutorial project to practise manual coding on real data.

A built-in help drawer plus a standalone Guide. Searchable, with contextual help buttons on every panel.

Save any view as a URL bookmark. The same URL always returns to the same map or table.

Organise many projects with tags. Each project holds its own sources, links, and bookmarks.

Drop PDF or DOCX files straight into a project. Use section separators to split a long document into multiple sources.

Add fields like gender, location or role to every source and edit them spreadsheet-style.

Group sources by stakeholder, theme or any custom column. Compare what each group says causes what.

See how your sample breaks down by demographic before you start coding.

Read your source text and highlight phrases. Each highlight becomes a causal link between two factors.

Jump to key phrases across selected sources without leaving the coding pane.

Mark links as doubtful, hypothetical or weak, or add your own tags. Filter on tags later.

Rename, merge or search-and-replace factor labels across all links at once.

Run the full pipeline (auto-code, revise codebook, recode) in one go from a single set-up modal.

AI reads each source and extracts causal links. Choose a sample size (1, 5, 20%, 50%, 100%) and skip already-coded sources.

Ask the model to draft a whole-network diagram first, then convert it to links. Reduces fragmentation on complex texts.

Consolidate raw factor labels into a cleaner codebook, optionally with embedding-based pre-clustering.

Map raw labels onto your codebook by AI index matching or embedding similarity.

Add an extra prompt to individual sources when different documents need different framing.

Stack over twenty filter types in a pipeline. Reorder, repeat or toggle individual steps.

Keep only the most-cited links and factors. Count by citations, sources or other measures.

Trace paths from any cause to any effect and see which intermediate factors connect them.

Split links by stakeholder group and compare. Who says what?

Watch your map build up by source, time period or any custom column.

Cluster similar labels with embeddings. Soft Recode Plus, Auto Recode, Optimized Cluster and Tribes give different angles.

A live causal network. Click any link to see the underlying quotes. Drag, zoom or arrange on a grid.

Style nodes and edges by colour, size and shape from any factor or link column.

AI writes a short evidence-based summary of the current map, with quotes.

Editable list of every factor with citation counts, demographic breakdowns and statistical significance testing.

Every link with its supporting quote. Bulk-edit tags, print quotes grouped by factor pair, or assess evidence quality.

Drag and drop to cross-tabulate any link or factor field. Heatmaps, charts, significance testing, export.

Bundle bookmarked maps and tables into a multi-page report. Every finding links back to the source text.

Ask plain-language questions of your project. Answers grounded in your sources, links and factors.

Invite collaborators by email with view or edit permissions. Public projects viewable by anyone logged in.

Live updates when teammates add or edit links. Useful for workshops and demonstrations.

Requires Team subscription.

Restore any earlier state of a project. Roll back accidental bulk edits.

Optional 2FA per account. Admins can enforce it organisation-wide.