2–4 weeks
Research Diagnostic
Collections, systems, bottlenecks, AI readiness, data risks, and potential automation. Deliverable: an Institutional AI Roadmap.
FOR INSTITUTIONS
Bring more of your institution into reach.
We work with institutions whose knowledge, systems, and obligations have outgrown what a small staff can manage by hand. We give them the capacity of a much larger organization while their experts retain authority.
/institutionsCultureOS Labs · 2026
WHY INSTITUTIONS COME TO US
Nobody comes to us because they want AI.
They come because six people are doing the work of twenty, the archive has outgrown the finding aid, or a system nobody understands is carrying the institution.
HOW WE WORK
Start with one costly workflow.
ENGAGEMENTS
A path sized to the problem.
8–12 weeks
Research Pilot
A defined body: 100 artworks, 25,000 documents, provenance, visual matching, or semantic discovery.
6–18 months
Institutional Implementation
Production archive intelligence, review, institutional memory, or cloud modernization.
managed
Ongoing Infrastructure
Monitoring, evidence discovery, ingestion, model updates, research agents, and workflows.
INSTITUTIONS
Built for every kind of cultural institution.
01
Artist Foundations & Estates
Catalogue, provenance, rights, collectors, and a small staff. Our first and deepest work.
02
Museums
Collections, exhibitions, donors, boards, and infrastructure that has outgrown its documentation.
03
Archives & Libraries
Hundreds of thousands of files and two people able to research them.
04research
Universities & Research Collections
Method, evaluation, and open standards, built together.
START HERE
Ready to learn what your institution already knows?
Start with a diagnostic, or talk with us.