Human accountability at a lower production cost
A producer remains responsible for the finished tour while automation reduces repetitive drafting, language and revision work.
AI-assisted content production
Professionals from our partner network combine human writing, direction and quality control with our in-house AI tools. The result approaches human-production quality for suitable material at a more competitive price.
Look2Innovate provides AI-assisted production through our partner network of professional producers, writers, translators, language reviewers and audio specialists. A human producer remains responsible for the story and final result while using our in-house models and tools for selected production steps. Depending on the brief, AI may help develop a first script structure, prepare translation drafts, generate narration options or accelerate revisions.
Those writers, native-language reviewers and audio producers then correct the details that machines often miss: curatorial nuance, spoken rhythm, names, dates, cultural context, pronunciation and the way a stop works in the gallery. For informational and multilingual tours, this can deliver quality close to professional content production with a smaller budget and a shorter schedule.
What we can produce
- Human-led concept development and script writing
- AI-supported drafting with editorial rewriting
- Machine translation followed by native-language review
- AI narration directed and checked by an audio producer
- Optional human voiceover for selected languages or key stops
- Music production, sound design, mastering and device delivery
How the production works
- 01
Human editorial plan
A producer defines the tour structure, audience, tone, sources and approval rules with the museum.
- 02
Assisted first production
Our in-house AI tools help create drafts, language versions or narration so the team can review a complete first pass sooner.
- 03
Specialist review
Human writers, native-language reviewers and producers correct content, pronunciation, pacing and delivery.
- 04
Mix, test and publish
We add music or sound where required, test the result on the visitor hardware and publish the approved tour through Look2Guide.
Why choose this model
Straightforward updates after launch
The same approved AI voice can be used again without finding and rebooking the original actor, so a changed date or new stop does not restart the casting process.
One project can mix methods
Use human actors for the main language or dramatic stops and reviewed AI narration for additional languages, service messages or content that changes often.
Tools developed around museum workflows
Our in-house models and production tools connect writing, translation, narration, review and publishing instead of treating them as separate exports.
Trade-offs to plan for
- Some subjects still need a fully human performance, especially dramatic first-person storytelling and work built around a recognisable narrator.
- Native-language and curatorial review remain necessary; AI output is a production draft, not an automatic approval.
- The exact mix of human and AI work must be agreed at the start so quality, rights and approval responsibilities are clear.
Questions about this production model
Which parts are completed by people?
A professional producer from our partner network owns the brief and final result. The agreed scope can also include human research, script writing, rewriting, native-language review, pronunciation checks, music production, sound design and final mastering.
Will future updates use the same voice?
Yes, when the narration uses one of the approved AI voices. New lines can be generated with the same voice and settings without locating or scheduling the original actor. The new audio still goes through review before publishing.
Can we combine human and AI voices in one tour?
Yes. A common model is human narration for the main visitor language or key dramatic stops and reviewed AI narration for additional languages and frequently updated material.
Can AI narration sound expressive?
Yes. Our specialist AI models were developed for museum and exhibition narration, with control over voice, mood, pacing and pauses. A human producer shapes the script and directs these settings, then reviews and refines the result so the finished audio can feel natural and expressive.
Will visitors be able to tell that the narration uses AI?
For suitable material, most listeners will not be able to tell. We developed our own specialist AI models for this specific content-production use case, and the human-led workflow adds editorial direction, pronunciation checks, pacing and audio review before publication. We still recommend fully human performance for material built around acting, highly emotional delivery or a recognisable narrator.
Related content and tools
AI Content Studio
Included free with every Look2Innovate project, AI Content Studio is the full authoring suite for creating, editing, translating, and publishing museum audio. Teams can generate narrated audio, translate tours into visitor languages, and keep editorial control before anything reaches an exhibit.
Content Management System
Look2Guide CMS is a web-based content management system used to program and manage audio guide deployments. It is included at no extra cost with rentals and purchases, with an optional MDM upgrade for statistics and remote content updates.
AI voices for museum audio guides: when to use generative narration
When AI narration is the right choice for a museum audio guide, how to pick a voice, keep identity across languages, handle pronunciation and copyright, and publish approved audio through the CMS.
Compare the other production options
Studio production
Professional writers, translators, voice actors, directors, sound engineers and composers from our partner network create every part of the tour. No generative AI is used in the production.
Self-service AI
Create scripts, translations and narrated audio yourself in Look2Guide. The AI Content Studio is included at no extra charge with all Look2Innovate hardware projects.
Plan your museum content production
Share your stop count, languages, launch date and existing material. We can scope the writing, translation, narration, music and device-ready delivery.
Talk to our content team