Services

Kirell Benzi Studio designs and builds interactive installations, data artworks and AI tools for archives, for museums, brands and research teams. It also helps companies navigate the AI revolution, with workshops, proofs of concept and agentic workflows.

Swiss Echoes · 2025

AI for audiovisual archives

Large audiovisual archives made explorable, with AI that keeps every answer tied to its source.

Search by meaning, maps, timelines and installations for broadcasters, museums and heritage collections.

For

Museums, broadcasters, archives, foundations, universities

Work

One request to an agent, from the question to the log

AI consulting

Hands-on workshops, proofs of concept and agentic workflows for companies navigating the AI revolution.

The studio shows what to automate and how to keep humans in the loop, builds proofs of concept with classical machine learning, deep learning or LLMs, and sets up agentic workflows in the cloud or on premise.

For

Leadership teams, innovation and operations teams

What you get

Questions people ask

How much does an interactive installation cost?

Each commission is quoted from the brief. The budget depends on the venue, the hardware, the amount of content and how long it runs.

Start a Commission

How long does a project take?

A print series usually takes about a month. An installation is scheduled with you from the opening date.

What do you need from us to start?

Who you are, the audience, what you want to make, the material or data, the venue, the date, the budget range and any technical or rights constraints.

Contact the studio

Who owns the artwork and the code?

The studio keeps ownership. Full rights, or a licence to run the work on your own hardware for as long as you need, can be negotiated. The studio asks to show the work in its portfolio.

Can you work with our AV or production partner?

Yes. The studio builds the software and coordinates with your AV, fabrication and venue teams.

Can you install the work on site?

Yes, anywhere in the world, with travel covered by the client.

Who runs the installation after launch?

Your team, with a runbook for calibration, daily operation and fallback states. Support after launch is agreed per project, with remote maintenance or a visit on site when needed.

What happens to our data when you use AI?

It stays yours. The studio has no rights to it, never uses it to train models, can run the system on your own servers and signs NDAs.

What is an interactive installation?

An installation that responds to the people in it, so their touch, movement or choices change what they see.

Interactive installations

What is data art?

Data art uses real data as its material. It stays true to the data and aims for emotion as much as clarity.

Read the Data Art Manifesto

How can a museum use AI with its archive?

AI can make a large collection searchable by meaning, so visitors and curators find what they need by topic, place or date, with every answer linked to its source.

AI for audiovisual archives

Can you help our company start with AI agents?

Yes. The studio uses agentic workflows in its own projects. It shows what to automate and how to keep humans in the loop, trains teams in hands-on workshops, builds a proof of concept so leadership can decide, and sets up the agentic workflow in the cloud or on premise.

AI consulting

What is an AI agent?

A program built around a language model that is given a goal, data to read and tools to act with. It works in a loop: plan a step, use a tool, read the result, decide the next step. It can run on request or on a schedule, without a person watching each step, then reports what it did. Important actions can wait for a person's approval.

AI consulting

How long is a keynote?

20 to 60 minutes, in French or English. A half-day workshop can follow, for a leadership or innovation team.

Talks

Tell the studio what you want to make, for whom and by when.

Contact the studio