For Institutions
Beyond personalization.
Toward orientation.
Learn how audiences orient themselves — not just what they click.
For museums, galleries, and fairs, the value is not in generic personalization. It is in understanding how different audiences move through visual fields, what kinds of works cluster together in perception, and where the real points of connection lie.
Create bridges between unfamiliar works and unfamiliar viewers.
The institutional potential of LIUBA is strongest when it remains faithful to its core: aesthetic orientation first, recommendation second. Not flattening art into what people already know, but revealing pathways into what they do not yet know they are ready for.
Softer mediation
Move beyond blunt categories. LIUBA enables mediation that respects the nuance of aesthetic experience — guiding without prescribing.
Structured discovery
New ways to structure how visitors encounter works — not by period or medium alone, but by the perceptual resonance between them.
Richer audience understanding
Go beyond demographics and click data. Understand how your audience actually sees — what draws them, what holds them, what they pass over.
Why works belong together
Better articulation of curatorial logic. LIUBA can help make visible the invisible threads that connect works across a collection or exhibition.
Custom AI systems — built with respect for the content.
We develop tailored AI and process optimization solutions for cultural institutions. Not generic automation, but systems that understand the specificity of art, curation, and cultural mediation. Technology that serves the work, not the other way around.
AI-powered mediation
Intelligent visitor guidance that reads aesthetic orientation, not just demographics. Systems that can suggest pathways through a collection based on how someone actually sees.
Process intelligence
Workflow optimization for collections management, exhibition planning, and audience development — designed by people who understand cultural work from the inside.
Content-first architecture
Every system we build starts from the art, not the technology. The algorithm serves the curatorial vision, the data serves the collection, the interface serves the experience.
Tailored, not templated
No off-the-shelf solutions. Each system is built around your specific collection, audience, and institutional identity. We work closely with your team from concept to deployment.
Aesthetic orientation first. Recommendation second.