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• Revieve Beauty & Wellness Index 2025
  • How consumers discover, evaluate, and buy beauty in a guided-first world
• AI Beauty Personalization Platforms Market Forecast 2026-2036: Market to Reach USD 16.4 Billion by 2036 at 21.7% CAGR
  • Rising adoption of AI-driven skincare diagnostics and AR virtual try-on technologies accelerates digital beauty commerce worldwide
• AI Fashion Tools Revolutionize Marketing-Driven Visuals and Video Production
  • Design Tools Weekly reports that AI-powered fashion platforms are transforming how brands create marketing-driven visuals, e-commerce imagery, and video content. 
• AI-Integrated Sustainable & Regenerative Beauty Market Global Trends and Growth Outlook 2026 to 2035
  • InsightAce Analytic Pvt. Ltd. announces the release of a market assessment report on the “AI-Integrated Sustainable & Regenerative Beauty Market”-, By AI Function (AI Formulation & R&D, AI Personalization, Diagnostics & Virtual Try-On, AI-Enabled Smart Devices / Tools, AI Supply Chain & Sustainability Optimization), By Sustainability / Regeneration Modality, Regenerative & Biotech Ingredients, Circular & Low-Carbon Packaging / Materials, Blue/Ocean-Safe & Biodiversity-Positive, Low-Waste, Refillable & Recyclable Systems), By Product Type (Skincare, Haircare, Makeup & Color Cosmetics, Fragrances, Beauty Devices), By Distribution Channel (Online, Offline), By End User (Individual Consumers (B2C), Professional Salons & Spas, Dermatology & Aesthetic Clinics, Retailers & E-commerce Platforms) and Global Forecasts, 2025-2034 And Segment Revenue and Forecast To 2035.”
• AI Expands Into Footwear Design and Production
  • A new industry report highlights how footwear companies are rapidly deploying AI across design, manufacturing, and merchandising workflows.
• A Real-World Benchmark for Fashion Image Retrieval
  • A new white paper introducing a next-generation evaluation framework for fashion AI, combining real and synthetic imagery to better measure retrieval performance in commercial, real-world scenarios and close the gap between academic benchmarks and industry needs.
• FashionM3: AI-Driven Fashion Assistant
  • Vision-language models offering personalized outfit suggestions and virtual try-on experiences.
• I-enabled design and outfit generation
  • Research frameworks like OutfitGAN use AI to synthesize complete outfits from single items—helping designers and recommendation engines go beyond basic mixing and matching.
• Inclusive fashion via AI models
  • Work integrating Large Language Models + diffusion models aims to generate culturally diverse fashion visuals, addressing bias and enhancing creative scope.
• Advanced shopping experiences
  • Emerging systems like Agentic Personalized Fashion Recommendation combine multimodal AI with dynamic trend adaptation to offer truly interactive style assistants.
• AI Is Reshaping Retail Jobs Faster Than Expected, but Through Augmentation—Not Replacement
  • The report finds that AI will transform nearly every retail role by enhancing human decision-making, streamlining routine tasks, and enabling more personalized customer engagement—producing the strongest near-term gains through augmentation rather than full automation. It also highlights that retailers who invest early in AI-driven tools and workforce reskilling will see outsized improvements in productivity, forecasting accuracy, and customer experience.
• FITS: Towards an AI-Driven Fashion Information Tool for Sustainability
• LookSync: Large‑Scale Visual Product Search System for AI‑Generated Fashion Looks
  • The paper describes a production-scale system matching AI-generated fashion looks to real fashion products via large-scale visual search. The system reportedly supports over 350,000 AI-generated looks per day and indexes millions of products globally.
• New academic advances in AI-driven design and personalization
  • Maps out how future fashion-recommendation systems will combine image + text inputs, allow dynamic outfit composition, and adapt to fast-shifting trends — moving beyond static “suggestion” models.
• Better tools for “virtual try-on” and garment generation are emerging
  • Another study, Fashion‑RAG: Multimodal Fashion Image Editing via Retrieval‑Augmented Generation (Apr 2025), introduces a method that uses textual descriptions + retrieval of garment images + diffusion-based generation to produce realistic fashion visuals — reducing reliance on preexisting garment photos.
• The Future of E-Commerce Powered by Generative AI Business of Fashion
• The GenAI Divide – STATE OF AI IN BUSINESS 2025
  • $30–40 billion in enterprise investment into GenAI, this report uncovers a surprising result in that 95% of organizations are getting zero return.
• The State of Fashion 2026 Business of Fashion
  • As fashion executives look ahead to 2026, they are contending with a fundamentally new reality. US tariffs have redrawn trade maps and forced brands and their suppliers to rapidly adjust and adapt. Consumers continue to rethink their spending, seeking value and devoting more of their budgets to other goals, including their own health and wellbeing. The swift onset of AI, meanwhile, means fashion leaders are navigating a rapidly changing technological landscape.
• The State of AI in 2025
  • Three years since the introduction of gen AI tools triggered a new era of artificial intelligence, nearly nine out of ten survey respondents say their organizations are regularly using AI—but the pace of progress remains uneven.
• Watts and bots: the energy implications of AI adoption
  • Rapid expansion of Artificial Intelligence is expected to drive proportional expansion of economic activity through productivity gains–potentially leading to higher energy consumption and associated environmental impacts, including increased carbon dioxide emissions.
• Women’s Spring/Summer 26 Fashion Week Report heuritech
  • The Spring/Summer 2026 season was one the fashion world had been waiting for with bated breath. With a string of creative director debuts across major houses, a post quiet-luxury era and an industry that has seen brighter days.
• Exploring the generative AI potential in the fashion design process: an experimental experience on the collaboration between fashion design practitioners and generative AI tools
• The Impact of AI in Fashion, 2025 The Fashion Guild
  • This report explores the transformative impact of technology on the global fashion industry, highlighting key trends, challenges, and opportunities for stakeholders across the value chain.
• The AI Report, 2025 The Interline
  • WHAT IT MEANS FOR FASHION TO LOOK FORWARDS AT TWO VERY DIFFERENTHORIZONS – ONE WE CAN SEE FAIRLY CLEARLY, AND ONE WE DEFINITELY CAN’T.
• Rethinking Fashion and Beauty’s Digital Customer Experience Business of Fashion
  • As customer relationships become increasingly complex across digital and physical touchpoints, this report explores how retailers can reimagine consumer engagement strategies — creating data-driven connections that balance technological innovation with human connection
• Additional Reports
• Second thoughts on secondhand? Why the resale market is expanding fashion’s carbon footprint
  • A new study published today suggests that frequent buyers on the secondhand market are also more likely to buy new clothes — meaning resale might not always reduce overall consumption. The research argues that for many consumers, secondhand buying supplements rather than replaces primary clothing purchases — a dynamic that undercuts the assumed environmental benefits of resale.
• Future of Jobs Report, 2025 Word Economic Forum