A global commerce platform partnered with Artisan Studios and AWS ProServe to modernize its personalization pipeline. The existing process, while familiar and reliable, often took two to three hours to complete, leading to high abandonment rates and limited engagement from younger users. What began as a design-focused engagement evolved into a generative AI-powered proof of concept, introducing automation, intelligent agents, and a conversational interface. The result: a dramatically faster, more intuitive experience that reduced personalized experience creation time from hours to minutes, demonstrated immediate business value, and set the foundation for future scalability and innovation.
The Challenge
The company’s manual personalization workflow had been a cornerstone of its platform for over two decades, but its design hadn’t kept pace with evolving customer expectations. While stable and familiar, the system demanded significant effort: users had to upload, sort, and organize their assets manually, make layout and design decisions step-by-step, and repeat the process for every product. What should have been a joyful experience often became a tedious chore. It wasn’t uncommon for customers to spend two to three hours building a single personalized product.
Abandonment rates were high, particularly among younger users accustomed to faster, AI-assisted experiences. Competitor platforms offered lighter, faster alternatives, and the gap in usability was growing.
Internally, leaders across the company had different priorities: some focused on customer retention, others on conversion, operational cost, or innovation. Without a shared vision, it was hard to move forward. The organization needed more than just UX tweaks—it needed a bold leap to reimagine the entire experience with speed, intelligence, and delight at the core.
The Solution
Artisan Studios, in collaboration with AWS ProServe and internal platform teams, delivered a proof of concept that reimagined the future of personalized commerce. The solution combined generative AI, automation, and user-centered design to create a faster, more intuitive process.
Key Innovations
- Automated content curation to eliminate the burden of manual sorting and selection.
- Chat-based interface that walked users through design choices in a conversational flow.
- Product-planning agents and sub-agents that auto-handled layout, sequencing, and styling decisions.
- UX/UI redesign based on customer research to simplify workflows and remove friction.
Outcome
The proof of concept proved value quickly, winning support across stakeholders and inspiring future adoption. Key outcomes included:
- Personalized experience creation time cut from 2 to 3 hours to under 30 minutes.
- 6-week delivery timeline, showcasing speed and adaptability.
- Strong executive buy-in, praising both the end experience and delivery pace.
- Recognition from AWS leadership as a flagship generative AI innovation in e-commerce.