Short answer

Incorporate AI-driven virtual guides into digital museum or gallery experiences to improve user navigation and information access, making cultural content more approachable and efficient to explore.

Field: User-Centred Design
Source: Future Internet (2025)
Method: Proof of Concept Development and Usability Testing
Sample: 10 participants
Evidence: Moderate effect

Integrating AI-powered virtual storytellers and tutors within immersive digital environments significantly improves user efficiency in navigating and interacting with cultural content. This user-centred design research insight is drawn from a 2025 study published in Future Internet. Using Proof of concept development and usability testing with 10 participants, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Incorporate AI-driven virtual guides into digital museum or gallery experiences to improve user navigation and information access, making cultural content more approachable and efficient to explore.

Study

User-Centred DesignNew This WeekModerate effect

AI-driven virtual guides enhance GLAM sector engagement by reducing task completion time by over 50%

Integrating AI-powered virtual storytellers and tutors within immersive digital environments significantly improves user efficiency in navigating and interacting with cultural content.

Future Internet · 2025

Key Findings

01Average time to locate an artwork when directed by the AI storyteller was 16.5 seconds.
02Average time to ask a question was 15.8 seconds.

Application

Design takeaway

Incorporate AI-driven virtual guides into digital museum or gallery experiences to improve user navigation and information access, making cultural content more approachable and efficient to explore.

How to apply

When designing digital exhibits or virtual tours for museums, libraries, or archives, consider implementing AI-powered virtual characters to guide users, answer questions, and provide contextual information.

Project actions

01Consider how AI can assist users in navigating complex digital information spaces.
02Focus on creating intuitive interactions between users and virtual characters.

Method & Evidence

AimHow can a reference architecture for virtual human integration in the metaverse enhance user experience and efficiency within the Galleries, Libraries, Archives, and Museums (GLAM) sector?

MethodProof of Concept Development and Usability Testing

ProcedureA reference architecture was proposed for digital transformation in the GLAM sector. A proof of concept, an immersive digital gallery featuring an AI-powered virtual storyteller and metahuman tutor, was developed using Unreal Engine. This environment included digitized artworks and allowed user interaction. The performance was evaluated using a keystroke-level model analysis and a pilot study with 10 users.

Sample10 participants

ContextGalleries, Libraries, Archives, and Museums (GLAM) sector, Metaverse, Smart Cities

Variables

IVPresence and guidance of an AI-powered virtual storyteller.

DVTime to locate an artwork, time to ask a question.

CVType of digital environment (immersive gallery), digitized artworks, user interface.

Strengths & Limitations

Strengths

+Proposes a practical reference architecture for a relevant sector.
+Includes a tangible proof of concept and quantitative usability data.

Limitations

The effectiveness of the AI guide might depend heavily on the quality of its programming and the complexity of the digital environment.

Reliability & validity

The use of a keystroke-level model and quantitative measures for task completion time contributes to the reliability and validity of the findings, although the small sample size may limit generalizability.

Think critically

To what extent does the 'AI-driven' nature of the virtual guide contribute to efficiency, versus simply having a well-designed navigation system or interactive map?

Design Principles

"Optimize user interaction pathways in digital environments through intelligent guidance systems."

This research demonstrates how advanced AI and immersive technologies can be leveraged to create more engaging and accessible experiences within cultural institutions. By optimizing user pathways and information retrieval, designers can foster deeper connections with art and artifacts, making cultural heritage more dynamic and relevant in the digital age.

What This Means for Your Design

Using a virtual guide powered by AI in a digital museum can help people find art and ask questions much faster.

How to use in your project

1.Use this research to justify the inclusion of interactive AI elements in your digital design project, especially if it aims to improve user efficiency or engagement.

Add to My Project

Quick Cite

Paragraph starter

The integration of AI-driven virtual guides, as demonstrated in immersive GLAM sector applications, offers a compelling approach to enhancing user efficiency. By reducing the time taken to locate information and formulate queries, these systems can significantly improve the overall user experience in digital cultural heritage exploration, providing a valuable precedent for projects aiming to optimize navigation and engagement within complex digital interfaces.

Source

Future Internet

A Reference Architecture for Virtual Human Integration in the Metaverse: Enhancing the Galleries, Libraries, Archives, and Museums (GLAM) Sector with AI-Driven Experiences

journal · 2025

View source

Questions About This Research

What does the research say about ai-driven virtual guides enhance glam sector engagement by reducing task completion time by over 50%?: Incorporate AI-driven virtual guides into digital museum or gallery experiences to improve user navigation and information access, making cultural content more approachable and efficient to explore. Evidence: Future Internet (2025).
Why does "AI-driven virtual guides enhance GLAM sector engagement by reducing task completion time by over 50%" matter for design?: This research demonstrates how advanced AI and immersive technologies can be leveraged to create more engaging and accessible experiences within cultural institutions. By optimizing user pathways and information retrieval, designers can foster deeper connections with art and artifacts, making cultural heritage more dynamic and relevant in the digital age.
How can designers apply this research?: Incorporate AI-driven virtual guides into digital museum or gallery experiences to improve user navigation and information access, making cultural content more approachable and efficient to explore.
What were the main findings?: Average time to locate an artwork when directed by the AI storyteller was 16.5 seconds.. Average time to ask a question was 15.8 seconds.
What research method was used?: Proof of Concept Development and Usability Testing with 10 participants.
How strong is the evidence?: Evidence strength is rated Moderate effect, based on a 2025 journal from Future Internet.
What should I do differently in my next project?: When designing digital exhibits or virtual tours for museums, libraries, or archives, consider implementing AI-powered virtual characters to guide users, answer questions, and provide contextual information.
What are the limitations?: The study was conducted with a small sample size and within a specific virtual environment, limiting generalizability to all GLAM contexts or user demographics.