Sectors · Fashion and luxury
AI tailored to your brand, with the confidentiality luxury demands.
Trend forecasting, personalised customer experience and a more efficient, traceable supply chain. Integrated with PLM, ERP and store systems.

AI collection 2027 · sample
- Demand forecast for 240 references
- Restock suggested: 18 stores
- Excess stock reduced
Applications
From design to sale.
Trend forecasting
Analysis of social media, runways and sales history to anticipate trends and assist designers with collections.
Personalised customer experience
Tailored recommendations, sales assistance and high-level customer service, in store and online.
Intelligent supply chain
Optimised stock, less unsold product through accurate forecasts and traceability for a more sustainable chain.
The approach
A four-phase programme.
01
Immersion and analysis
Brand heritage, past collections, sales data and customer sentiment to uncover opportunities.
02
Strategy
Roadmap with specific KPIs (time to market, average basket, unsold stock) and rapid prototypes.
03
Integration
Solutions integrated with PLM, ERP and store systems, uniting physical and digital.
04
Optimisation
Models refined with each new season to keep the advantage over time.
Why PugliAI
We understand your world.
Vertical expertise
From the heritage of historic houses to the pace of fast fashion: we know the sector’s challenges.
Tailored approach
No one-size-fits-all: every project respects the brand’s identity and goals.
Confidentiality
Data, collections and creative strategies handled with maximum confidentiality, on-premise if needed.
Skills transfer
We work with your team and leave the know-how in the company.
Frequently asked questions
How can AI help a fashion brand?
By forecasting trends and demand, personalising the customer experience in store and online, reducing unsold stock and making the supply chain more traceable. Every project starts from the data and systems the brand already uses.
Does our creative data stay confidential?
Yes. Collections, sketches and strategies are handled under confidentiality agreements and can be processed on-premise, without sending anything to external services.
Where do we start?
With a free strategy session and a pilot on a single process, for example demand forecasting for one product category, with KPIs agreed in writing.
Let’s talk about your business.
45 minutes with a PugliAI consultant: process review, priority opportunities and a written report with an ROI estimate. Free and without obligation.