e-commerce solutions

Wayne Liu

AI and AR Drive Beauty Tech Innovation at Perfect Corp With Wayne Liu at Shop Talk

In a compelling episode of Talk Commerce recorded live from Shop Talk, host Brent Peterson sits down with Wayne Liu, co-founder and chief growth officer of Perfect Corp. This milestone conversation coincides with Perfect Corp’s 10th anniversary, offering listeners an insider’s perspective on how artificial intelligence (AI) and augmented reality (AR) are transforming the beauty and fashion industries.

Key Takeaways

  • Perfect Corp has developed sophisticated AI and AR solutions used by over 700 major brands and retailers
  • The company’s skin analysis technology can evaluate 14 different skin concerns in just five seconds
  • Their technology solutions work across both e-commerce (70% of customers) and in-store retail environments
  • Perfect Corp maintains a vast color library of 800,000 different SKUs for precise virtual try-ons
  • The company’s AI approach combines both analytical and generative AI technologies
  • AR implementation works best for standardized products with multiple variations

About Wayne Liu

Wayne Liu co-founded Perfect Corp ten years ago and serves as the company’s Chief Growth Officer. With a deep understanding of both technology and beauty industries, Liu has been instrumental in developing Perfect Corp’s AI and AR solutions that bridge the gap between virtual and physical retail experiences. His expertise spans machine learning, computer vision, and enterprise software development, making him a leading voice in beauty tech innovation.

Detailed Episode Summary

Our conversation begins with Liu explaining Perfect Corp’s core technology offerings, focusing on their virtual try-on solutions for makeup, skincare, and fashion products. The company’s technology stack includes both AR capabilities for virtual product testing and AI-powered skin analysis tools that can provide detailed assessments within seconds.

Liu delves into the technical aspects of their AI development, explaining how they’ve built their systems using convolutional neural networks and machine learning. He emphasizes that while ChatGPT has brought AI into the spotlight, Perfect Corp has been developing and refining their AI capabilities for the past decade.

The discussion shifts to the practical applications of their technology, with Liu highlighting how their solutions help reduce product returns and improve conversion rates for retailers. He explains that their technology can be integrated via API or SDK, making it accessible for both online and in-store implementations.

Personal Commentary and Analysis

This episode reveals the significant strides made in beauty tech over the past decade. What’s particularly impressive is Perfect Corp’s focus on solving real business problems rather than just creating novelty experiences. Their approach to combining analytical AI with generative AI capabilities shows a sophisticated understanding of how to leverage different technologies for maximum impact.

Engaging the Audience

To experience Perfect Corp’s innovative solutions firsthand, listeners can visit www.perfectcorp.com and try their demo products. The company regularly releases new features and technologies, making it worth following their developments through their website and LinkedIn presence.

Final Thoughts

The intersection of AI, AR, and beauty tech represents a fascinating frontier in retail innovation. Perfect Corp’s decade-long journey demonstrates how persistent innovation and focus on practical applications can create transformative solutions for both retailers and consumers.

Listen to more episodes about the latest in retail innovation here

Katherine Lehman

Return Bear Transforms Global E-commerce Returns Management at Shop Talk

In this insightful episode of Talk Commerce’s Shop Talk series, host Brent Peterson sits down with Katherine Lehman, Chief Marketing Officer at Return Bear, and Isaac Morey from Content Cucumber. The conversation centers on the complexities of cross-border returns in e-commerce and how Return Bear is revolutionizing the process while prioritizing sustainability and customer experience.

Key Takeaways

  • Forward fulfillment strategy eliminates unnecessary cross-border shipping
  • 60% cost savings through cross-border consolidation
  • 100% fraud reduction through manual verification processes
  • Sustainability focus through resale and donation programs
  • Integration capabilities with existing RMA solutions
  • Customer retention through improved return experiences

About Katherine Lehman

Katherine Lehman serves as the Chief Marketing Officer at Return Bear, bringing decades of experience in brand and technology companies. Her dual passion for shopping and sustainability drives her commitment to making returns more profitable for retailers while maintaining environmental consciousness. At Return Bear, she leads initiatives to transform the returns experience into a more delightful process for customers while ensuring profitability for merchants.

Detailed Episode Summary

The conversation begins with an exploration of Return Bear’s unique position in handling cross-border returns between major markets, including the US, Canada, UK, and their recent expansion into Australia. Katherine explains their innovative approach to managing returns across international borders, highlighting their role as a global 4PL provider.

A significant focus of the discussion centers on Return Bear’s forward fulfillment strategy. Instead of shipping returned items back to their origin country, the company maintains the inventory in the destination market for future sales. This approach proves particularly valuable for seasonal fashion items, where approximately 20% of inventory is typically tied up in returns.

The dialogue shifts to the challenges of cross-border returns, particularly regarding customs, duties, and tariffs. Return Bear’s solution involves both software capabilities and physical logistics facilities, creating a comprehensive system that simplifies the complex process of international returns.

Katherine emphasizes the importance of customer experience in returns management, noting that poor return experiences can significantly impact customer retention. The company’s approach to verification remains deliberately human-centric, achieving 100% fraud reduction without relying on AI solutions.

Personal Commentary and Analysis

The episode reveals a crucial gap in the e-commerce ecosystem that Return Bear effectively addresses. While much attention has been paid to optimizing the forward logistics of cross-border e-commerce, the reverse logistics have remained a significant pain point for both retailers and consumers. Return Bear’s approach not only solves operational challenges but also addresses environmental concerns through smart inventory management.

Memorable Quotes

“We like to call ourselves a global 4PL to solve all that problems on the cross-border piece so that it’s not as expensive to get your stuff back across those borders.” – Katherine Lehman

“At any given time, 20% of your inventory for a fashion brand is stuck in returns.” – Katherine Lehman

“To put it bluntly, how do we not piss off our customers?” – Katherine Lehman on the core focus of returns management

Engaging the Audience

To learn more about revolutionizing your cross-border returns process and improving customer satisfaction, listen to the full episode of Talk Commerce. Subscribe to stay updated on the latest developments in e-commerce logistics and customer experience management.

Final Thoughts

The future of e-commerce returns lies in creating seamless, sustainable solutions that benefit both retailers and consumers. As cross-border shopping continues to grow, Return Bear’s innovative approach sets a new standard for returns management in the global marketplace.

Listen to more episodes about the latest in Ecommerce innovations here

etail Palm Springs

Constructor Revolutionizes E-commerce with Record-Breaking AI Innovation in FY24

Constructor’s AI-powered search and product discovery platform achieves unprecedented growth in FY24, processing over 250 billion shopper interactions and driving substantial revenue increases for e-commerce clients worldwide.

O2 COmmerce Logo

O2 Commerce Pioneers Next-Gen Retail Solutions at NRF 2025

O2 Commerce showcases groundbreaking retail solutions at NRF 2025, emphasizing omnichannel innovation, hyper-personalization, and sustainable commerce practices through their enhanced capabilities following the ZaneRay merger.