9 October 2026International edition
Vol. I · No.
9 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Supply Chain & Sustainability · Case Study

How Ganni uses AI and data: sustainability, resale and an AI-themed runway show

Ganni has published a sustainability strategy, a resale and repair programme and an AI-themed fashion show. Public sources do not show demand-planning AI, and this case study says so.

woman wearing white sleeveless dress
Photo: Gbenga Onalaja / Unsplash

KEY TAKEAWAYS Summary by the editors

  1. Ganni's Spring/Summer 2024 show at Copenhagen Fashion Week featured GANNI AI, programmed with data from the brand's own universe, built with interactive tech artist Cecile Waagner Falkenstrøm.
  2. Creative Director Ditte Reffstrup described the AI as a kinder, more thoughtful AI that does good; it was presented as a creative and communication project, not an operational tool.
  3. In April 2022, Ganni integrated a peer-to-peer resale platform into its website as part of Ganni Repeat, alongside a rental platform launched in 2019 and a repair partnership with Sojo in the UK.
  4. Ganni's third sustainability strategy, Gameplan 3.0, runs from 2026 to 2028, and the company publishes an annual Responsibility Report.
  5. No source reviewed reports Ganni using AI for demand planning or forecasting, so claims to that effect are unsupported.

Ganni's documented AI use is a creative project: an AI presented at its Spring/Summer 2024 show. Its documented sustainability work is a circular programme with resale, rental and repair, and a published strategy. No verified source describes AI used for demand planning, so this article treats that as an open question, not a fact.

What AI project has Ganni published?

V Magazine reported on 16 August 2023 that Ganni's Spring/Summer 2024 show at Copenhagen Fashion Week featured GANNI AI, programmed with data from the brand's own universe. It was a collaboration with interactive tech artist Cecile Waagner Falkenstrøm. Creative Director Ditte Reffstrup wanted the AI embodied in a physical form, something natural, and a tree placed at the centre of the runway served as that form, linking the digital realm to the collection's outdoor themes.

Reffstrup described it as a kinder, more thoughtful AI, one that does good. The report does not describe what the system does technically, how it was trained or whether it has been used outside the show. It is best classed as a brand and creative statement.

How does Ganni approach resale, rental and repair?

On 27 April 2022, Green Queen reported that Ganni had integrated a peer-to-peer resale platform into its website, where fans can sell previously owned Ganni pieces to other fans. It sits within Ganni Repeat, a wider circular initiative that includes a rental platform launched in 2019 and a repair partnership with Sojo in the UK. Notification alerts were planned to tell customers when others want an item they bought from Ganni.

Founder Nicolaj Reffstrup was quoted as aiming to make resale, rental and new purchases feel alike to shoppers, so seamless and fluid that the consumer will not necessarily notice. The article does not name a technology provider and makes no reference to AI. Its industry figures, including about 56 million tonnes of clothing bought each year, are not Ganni-specific.

What is and is not documented for Ganni
TopicDocumentedSourceNot documented
AIGANNI AI at the Spring/Summer 2024 showV Magazine, August 2023Operational uses, models, results
ResalePeer-to-peer platform integrated into the website (April 2022)Green QueenTechnology partner, volumes
Rental and repairRental platform from 2019, repair with Sojo (UK)Green QueenUsage data
Sustainability strategyGameplan 3.0 for 2026 to 2028; annual Responsibility ReportGanni websiteSpecific targets on the page reviewed
Demand planningNothing foundNoneEverything
basketful of textiles
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What do Ganni's sustainability strategy and reporting show?

Ganni's website states that Gameplan 3.0 is its third sustainability strategy, running from 2026 to 2028. The original Gameplan, launched in late 2019, covers four pillars: people, planet, product and prosperity. The company publishes an annual Responsibility Report, with the 2025 edition introducing Gameplan 3.0. The page reviewed lists no numeric targets, resale figures or data disclosures, so the reports themselves would be the place to look for measurable commitments.

Does Ganni use AI for demand planning or forecasting?

No source reviewed says so. Searches for Ganni and demand forecasting returned general articles about AI in fashion and examples from other brands, none of which supports a Ganni claim. Sustainable fashion brands often cite better forecasting as a way to reduce overproduction, but that is an industry argument, not a documented Ganni practice.

What can other brands learn from Ganni's approach?

  • Separate storytelling from operations. An AI-themed show can shape brand perception without implying operational AI.
  • Build circular services into the brand site. Resale and repair are presented as part of the core experience.
  • Publish a strategy and report against it. A multi-year plan and annual report give outsiders something to check.
  • Be careful about implied claims. Without evidence, linking a sustainability brand to AI forecasting is speculation.

What might AI contribute to a circular business model?

Without claiming that Ganni does this, it is worth separating what AI could do from what is documented. In resale, models could help with pricing, condition grading or matching buyers and sellers; in repair, with routing and capacity; in planning, with better forecasts that reduce unsold stock. These are general industry arguments. The Green Queen report on Ganni's resale platform mentions no AI, only notification alerts, and Ganni's website, as reviewed, describes strategy and reporting rather than tools.

For readers building a business case, the practical point is that circular models generate data of their own, such as which items are resold, how quickly, and at what price. Capturing that data from the start gives options later, whether or not AI is used.

blue button up shirt on white table
Read also
How Uniqlo and Fast Retailing use AI and data in the Ariake Project

How should brands avoid overstating AI and sustainability claims?

Claims about sustainability and about AI are both subject to scrutiny, and in the EU rules on green claims and on AI transparency are developing. A brand that presents an AI as doing good should be able to say what it does, how it was built and what energy and data it uses. The V Magazine report presents GANNI AI as an artistic statement and does not describe these details, which is acceptable for a creative project but would not suffice for an operational claim.

In short, the verifiable Ganni story is a brand that pairs a published sustainability strategy with services that extend product life, and uses AI as a creative theme. If the company has operational AI, it has not been documented in the sources reviewed, and it would be wrong to fill that gap with assumptions.

Readers who want measurable detail should consult the annual Responsibility Report directly, since the company's web page reviewed here contains no figures. That report, not press coverage, is the primary source for any resale or emissions numbers.

Frequently asked questions

Does Ganni use AI?

Ganni presented an AI called GANNI AI at its Spring/Summer 2024 show, built with tech artist Cecile Waagner Falkenstrøm and programmed with data from the brand's own universe. Sources reviewed do not describe operational uses of AI.

Does Ganni use AI for demand forecasting?

No verified source says so. Public material reviewed covers an AI themed show, a resale and repair programme and a sustainability strategy, but not forecasting or planning tools.

What is Ganni Repeat?

Ganni Repeat is Ganni's circular initiative. It includes a rental platform launched in 2019, a repair partnership with Sojo in the UK and, from April 2022, a peer-to-peer resale platform integrated into its website.

What is Ganni's Gameplan 3.0?

Gameplan 3.0 is Ganni's third sustainability strategy, running from 2026 to 2028, according to its website. The original Gameplan launched in late 2019 and covers people, planet, product and prosperity.

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