Skip to content
Swan LabsSwan Labs
Coming soon

Swan Brain

A dashboard for building personal, private knowledge brains from everything you're learning — then showing what you know, where it came from, what's missing, and what to think about next.

In the app

Swan Brain command center

Real screens from the Swan Brain app — your private intelligence repo for ingesting sources, asking grounded questions, and deciding what to explore next.

Swan Brain command center dashboard

Command center — your private intelligence repo

More than summarisation — a brain you can actually use

Most tools turn your reading into disposable summaries. Swan Brain is built for people who need to think over time: founders, researchers, students, policy people, and anyone building real expertise in a domain.

Feed it videos, PDFs, articles, podcasts, transcripts, books, chat logs, notes and research dumps. It produces searchable knowledge, source-linked reports, questions, hypotheses, learning plans and project-specific intelligence — with one question at the centre: what should I think about next?

What you feed it

Everything you're already collecting

Documents & notes

PDFs, articles, books, transcripts, chat logs and your own notes — structured for retrieval, not lost in folders.

Links & media

YouTube, podcasts, research dumps and screenshots — fed in as sources, not scattered bookmarks.

Projects

Separate brains for separate work — a thesis, a startup, a course, a legal matter — without cross-contamination.

What it produces

Intelligence you can act on

  • Searchable knowledge with source links
  • Insight reports and structured summaries
  • Questions, hypotheses and debate maps
  • Learning plans and content drafts
  • Project-specific intelligence over time

What you know

A living map of the ideas, facts and arguments you've collected — not a pile of highlights.

Where it came from

Every claim traceable to a source. No mystery summaries that can't be checked.

What's missing

Honest gap analysis — what you haven't covered yet, and what would strengthen your thinking.

What to explore next

The killer feature: not just summarisation, but direction — what to read, test, or decide next.

Early access

Help shape Swan Brain

Tell us what you're building knowledge for. Your use case directly shapes what we ship first.

Optional, but it genuinely shapes what we build first.

No fake waitlist positions. No spam. Just honest updates.