We envision a new computer that amplifies human intelligence. A system that helps you think more clearly, collaborate more effectively, and is available anywhere and anytime. Though the specifics of our work continue to evolve, everything we do is in pursuit of this vision.
Our research spans a wide variety of domains from theoretical computer science to practical user experiences. We focus our research on four primary themes.
Exploring software architecture that returns data to users and enables collaboration in every tool.
Designing software environments where people can customize tools in the moment to meet their unique needs.
Discovering a dynamic medium for sketching ideas where adding behaviors and interaction is as natural as applying ink to paper.
Building tools to help people explore alternatives, keep track of history, and collaborate better, across all kinds of media.
We publish the results of our research here on our website and in academic venues. Below you'll find a selection of our most popular essays and recent lab notebooks. For more, see the complete list of our writing, and subscribe to our newsletter to be notified when we publish new work.
Ambsheets: Spreadsheets for exploring scenarios
Inventing new kinds of spreadsheets for exploring possibility spaces and making better decisions.
Lab Notebook
Keyhive: Local-first access control
A local-first access control system with capabilities and end-to-end encryption for secure & trusted collaboration.
Lab Notebook
Embark: Dynamic documents for making plans
An exploration of how live data and computation can gradually enrich informal travel plans.
2023 Essay
Inkbase: Programmable ink
What would be possible if hand-drawn sketches were programmable like spreadsheets?
2022 Essay
Local-first software: You own your data, in spite of the cloud
A new generation of collaborative software that allows users to retain ownership of their data.
2019 Essay
Several of our research projects have grown into actively developed, widely used tools.
A digital workspace where users can brainstorm, organize, and connect ideas visually using a flexible canvas for notes, sketches, PDFs, and other media.
A library for building collaborative applications that automatically sync changes across devices, even offline, using conflict-free replicated data types (CRDTs).
Our lab owes its existence to the support of a handful of people and organizations. They share our goal: to help scientists, journalists, and creative thinkers do important work with powerful tools that respect their humanity.
Our ongoing research is supported by individual and corporate sponsors, and grants from bodies around the world.
Although we are best known for our writing, members of Ink & Switch occasionally present at both industry and academic conferences like the below. For more, see all our past and upcoming appearances.
2026JUL12-14
The whole lab was in Berlin for Local-First Conf, including a special Lab Day where we shared our latest progress on Patchwork, PlayBook, Automerge, and other projects.
2026APR
Lilith Duncan gave a talk about