How to Engage School Groups at Heritage Sites Without More Staff

A class of thirty arrives. One guide can hold the attention of maybe eight of them, in one
language. The other twenty-two are the problem heritage technology has never solved.

Museum directors, heritage site managers, and museum education leads face a constant
challenge. School groups represent a high-value, high-demand audience, yet available staff
and volunteer hours are increasingly stretched. Traditional methods of delivery, such as
static informational panels, traditional audio guides, or a single guide trying to manage an
entire group, simply do not scale to a class of thirty children with mixed reading levels and
different languages.

Real School Group Engagement Defined

Real engagement for a school group is not a panel read at, but questions asked and
answered, at the child’s level, in their own language. It moves away from passive
observation into active, bilateral dialogue, using interactive museum technology as the
mechanism to facilitate parallel, personal learning experiences for every student
simultaneously.

To resolve this operational squeeze, sites must look to innovative museum technology
that extends the reach of existing teams.

School groups are the highest-potential, most underserved audience

School groups are vital to the future of the cultural sector because they build lifelong visitors,
drive community advocacy, and fulfil a core civic mandate, yet they remain exceptionally
difficult to serve well with limited resources. When a large group enters a gallery, the
educational experience frequently suffers due to a lack of individual attention. Thanks to the help of interactive museum technology, this will change.

This challenge comes at a critical time for young-visitor engagement. According to the
Department for Culture, Media and Sport (DCMS) Sponsored Museums & Galleries Annual
Performance Indicators 2024/25, published in April 2026, under-18 onsite organised-activity
visits remain 37% below pre-pandemic levels seen in 2018/19. Furthermore, overall young-
visitor numbers fell by 10% year on year.

The figures show that while there is an urgent need to bring younger generations back into
cultural spaces, traditional programming is struggling to regain its pre-pandemic
momentum.

School groups represent the largest single opportunity to bridge this gap, but only if venues
can provide meaningful interaction that resonates with modern students.

Why current delivery fails a class of thirty

Traditional educational tools are inherently limited by their linear, static nature, meaning they
cannot adapt to the diverse needs of an entire classroom. Informational display panels
assume a uniform reading level and a strong command of the English language, immediately
isolating younger students or those with English as an Additional Language (EAL).
Standard museum audio guides offer little improvement, as they are solo, highly scripted
experiences that do not allow for spontaneous curiosity. A single human guide faces an
impossible task when covering thirty children at once. A guide can only answer one question
from one student at any given moment, leaving the rest of the class to lose interest or drift
away.

This delivery model is fundamentally constrained by a one-to-one or one-to-few dynamic.
For a class of thirty to remain engaged, the delivery mechanism must become truly bilateral,
offering a system where every single child can walk up and get an immediate response to
their specific question.

The staffing reality

The primary barrier to delivering better educational experiences is a systemic constraint on
volunteer and staff capacity, rather than a lack of willingness from museum teams. Cultural
venues are operating with significantly leaner teams, meaning that “without more staff” must
be the core parameter for any new operational strategy.

The scale of this issue is highlighted in the Annual Museum Survey 2025 National Report,
which notes that 40% of museums report lower volunteer numbers. Given that the sector
relies heavily on a ratio of approximately four volunteers to every single employee, any
reduction in volunteer availability directly impacts frontline educational delivery. Consequently, individual museum education engagement has dropped by 12%.

With volunteer numbers down and traditional engagement falling, museums cannot solve the
school group problem by simply asking staff to do more. The solution requires a
technological shift that allows existing teams to scale their presence across an entire gallery.

What an interactive AI character adds

The key driver behind deploying an interactive AI character host is its ability to deliver one-
to-many scale on the gallery floor. Unlike a human guide who can only support one small
group at a time, an AI interface can converse with multiple children in parallel, allowing each
student to learn at their own pace and level of understanding. This application of AI for museums addresses the primary pain points of modern education leads. The system automatically pitches its language, tone, and complexity to the age or reading level of the child interacting with it. This makes it an exceptionally powerful tool for students with Special Educational Needs and Disabilities (SEND), as well as those requiring EAL support.

Furthermore, an AI character can handle interactions in over forty languages
simultaneously. When an international school group or a multilingual class arrives, the
technology ensures that no child is excluded from the narrative due to a language barrier,
providing consistent, highly accurate historical interpretation to every user.

What it generates beyond the visit

The utility of interactive museum technology does not end when the school group boards the
bus to leave. Because the underlying system is built as a continuous data-collection engine,
every question asked by a student is logged, structured, and analysed in real time.

This process converts anonymous gallery movement into a rich, high-value dataset for the
museum education team. By reviewing the logged interactions, curators and learning leads
can see precisely what children were most curious about, what topics caused confusion, and
what questions the current knowledge base could not fully answer.

This feedback loop allows education teams to iteratively improve their programming, refine
their gallery content, and identify specific knowledge gaps without conducting costly, time-
consuming survey work. Engagement on the floor is transformed into actionable
institutional intelligence.

Proven deployment in premium museums

This architecture is an active, proven solution deployed in the field. Performit Live’s
interactive platform features an advanced conversational layer developed alongside leading
historians and curators to ensure complete historical accuracy and absolute brand safety. Those standards, from approved knowledge boundaries to a named review owner, are the ten-point curator’s checklist for historical AI characters.

The system is currently in production across three continents. This included the live
deployment of Private Forsythe, the AI Coldstream Guard (1815) created for the Waterloo
Uncovered project, capable of answering complex historical inquiries in multiple languages.
The technology has processed multiple school group interactions, successfully augmenting
thin volunteer numbers and converting standard site visits into deeply engaging, personal
learning experiences.

Actionable steps for heritage site managers

Deploying an interactive layer requires a structured shift in how visitor infrastructure is
evaluated. Operators looking to scale their educational outreach without increasing
headcount should take three immediate steps:

1. Identify High-Friction Galleries: Audit your existing spaces to find where museum
   visitor engagement loses depth, particularly during peak school booking hours.
2. Review Multilingual Capabilities: Evaluate whether your current tour models, audio scripts, or static panels adequately support EAL and international school groups.
3. Assess Interactive Scalability: Explore the museum’s approach to interactive museum technology to see how an AI character host can sit naturally within your existing physical exhibition space.

Frequently Asked Questions

How can museums engage school groups without hiring more staff?

Museums can engage school groups without expanding their payroll by deploying interactive
museum technology, such as an AI character host, directly into their galleries. This system
can handle questions from an entire classroom simultaneously, providing parallel,
personalised interactions for dozens of students at once while leaving existing staff free to
manage overall group logistics.

What is interactive museum technology?

Interactive museum technologies are the digital systems and software platforms designed to facilitate bilateral communication between a visitor and a museum exhibit. Moving beyond traditional passive screens, modern interactive tech uses conversational AI characters to
answer real-time questions, adapt information to different learning styles, and deliver tailored
educational content on demand.

How does AI help museums teach school groups?

AI helps museums teach school groups by acting as an infinitely scalable educational
assistant that automatically adjusts its complexity to match the age and reading level of the
student. It supports teachers by answering individual student queries instantly, ensuring
that children with varied reading abilities, SEND requirements, or EAL backgrounds remain
fully engaged with the exhibition narrative.

Can an AI museum character handle a class in different languages?

Yes, an advanced AI museum character can seamlessly pivot between more than forty
different languages in real time. When international school groups or students who speak
English as an additional language approach the interface, the character translates and
delivers historically accurate content instantly, completely eliminating traditional language
barriers on the gallery floor.

Does an AI character replace teachers or museum educators?

No, an AI character does not replace professional teachers or museum educators; it serves
to extend their reach on the gallery floor. Human educators set the essential framing,
curriculum alignment, and learning objectives for the visit, while the AI technology handles
the heavy lifting of answering repetitive or highly specific individual questions from large
groups of children simultaneously.