apidays Paris 2024 - Cadillacs, Condos and Cardigans - Leveraging AI for Consumer Merchandising - Gaétan Rougevin-Baville, MEERO

Cadillacs, Condos and Cardigans : Leveraging AI for Consumer Merchandising
Gaétan Rougevin-Baville, CEO at Meero

apidays Paris 2024 - The Future API Stack for Mass Innovation
December 3 - 5, 2024

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Transcript

1. Gaétan Rougevin-Baville CEO Cadillacs, Condos & Cardigans: Leveraging AI for Consumer Merchandising Real-World AI Implementation in Visual Commerce
2. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Processing millions of images monthly
3. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Processing millions of images monthly
4. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Expectations Time AI: Hype vs Reality SECTION 1 The reality of AI in production
5. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising & / or Σ INDIVIDUAL IMPACT PROCESS OR PRODUCT IMPACT AI: Achieving B2B Impact SECTION 1 The reality of AI in production
6. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising CREDIBILITY USABILITY RELIABILITY B2B Industry Expectations (<>B2C) SECTION 1 The reality of AI in production
7. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising • Integrated guidelines • Integrated workflow • Quality check • No training required • Plug & play • Faster time to market • Higher conversion • Cost savings Spot on! Ready to take image. CarCutter user process 1 2 3 SECTION 2 Vertical-Specific Solutions & Results
8. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising • Integrated guidelines • Integrated workflow • Quality check • No training required • Plug & play • Faster time to market • Higher conversion • Cost savings Spot on! Ready to take image. 1 2 3 ProperShot user process SECTION 2 Vertical-Specific Solutions & Results
9. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising “Years to build a brand. Seconds to destroy it.” B2B Adoption SECTION 2 Vertical-Specific Solutions & Results
10. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising SECTION 3 Technical insights and lessons learnt B2B Adoption
11. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Input Image Inpaint ControlNet Foundation Real-Estate Model Off-the- shelf Canny ControlNet Layout ControlNet Upscale, refine and post-process with diffusion-based refiner Stylize eg: “traditional” Perform realistic integration Copy/paste furniture into input image Foundation Real-Estate Model Obtain furnished room with same layout Layout ControlNet Foundation Real-Estate Model SECTION 3 Technical insights and lessons learnt Fast, agile deployment
12. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Fast, agile deployment SECTION 3 Technical insights and lessons learnt
13. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Ends Users Verticalized AI products Platform Verticalized and proprietary data (Input media, AI output, annotated data model performance metrics, logs, etc.) 50% reduction inference time Human in the Loop Media processing Platform Benefits SECTION 3 Technical insights and lessons learnt
14. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Key learning points CREDIBILITY Value of vertical specific data & experts USABILITY Importance of workflow integration & UX RELIABILITY Balance of automation and human oversight SECTION 3 Technical insights and lessons learnt
15. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Future of AI in merchandising SECTION 3 Technical insights and lessons learnt
16. Cadillacs, Condos and Cardigans: Leveraging AI for Consumer Merchandising Gaétan Rougevin-Baville gaetan@meero.com Get in touch: