CONTXT

Contxt is an applied intelligence lab for art and culture.

We research data and discourse across institutions, themes and geographies, and distill it into citation-grounded, applied knowledge — living archives that help people map the connections between artworks, artists, movements and ideas.

Our Process

Aggregate Sources

What already exists, in whatever form it exists — from a collection database of 250,000 objects to a film about a single work.

Map Knowledge

Claims about entities and objects such as exhibitions, artists, and works, each traced to a verifiable source. Where sources disagree, competing claims sit side by side.

Build Index

The agentic system that structures the knowledge — linking works, artists, and themes across time — keeps it current, and learns from every question it can't yet answer.

Design Applications

The index applied through different surfaces for different use cases, always grounded in citation-ready claims and institutional voice.

In practice with bitforms gallery: 25 years of press releases, catalogues, wall texts, and exhibition records.
155 exhibitions, 168 artists, 1,279 artworks — every claim cited.
Artworks connected by curatorial narrative across the whole program.
A browsable archive, a guide visitors talk to, and an analytics layer bitforms can learn from.
Current Projects
Applications

Knowledge is only as good as how you let people access it. Every Contxt application is grounded in the same knowledge, applied differently.

Different people need different surfaces. A visitor standing in front of a work has different needs than a researcher preparing a catalogue — but both are looking for answers grounded in the sources, not the open internet. So the same knowledge takes different forms: a page to browse, a conversation to have, a tour to listen to, an archive to query.

The Visual Archive

Every exhibition and artwork, visible at a glance: images, people, narratives and locations. The most basic application of the knowledge, built for overview and accessibility.

Contxt for Exhibitors

The workspace where institutions run the pipeline themselves. Add what you've already published — files, websites, catalogues — and our agents distill and index it. Deploy a guide that answers visitors in your voice, and learn from what they ask.

Chat & Voice Guide for Visitors

Visitors ask anything about any work — in their own language, at their own pace, in the gallery or long after. Answers cite the knowledge, never the open internet.

Research Tool for Institutions

The same knowledge turned inward: curators and staff query decades of programming while preparing the next exhibition, catalogue, or loan.

Event Guides for Cities

Knowledge at the scale of a biennale or an art week — thematic pathways, recommendations, and real-time location across hundreds of venues.

Use Contxt
Bespoke

Indexes

Commissioned research on a subject worth knowing deeply — a curator's life's work, a city's churches, a biennale. We source the knowledge, build the index, and design the applications.

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Self-serve

Contxt for Exhibitors

Unlock Contxt for your own exhibition program — from your first upload to a conversational visitor application, in under an hour.

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