Creating conversational layers that help products, services, and physical places explain themselves, answer questions, and learn from interaction.
This work explores how products, services, and physical places can gain a conversational layer that helps people understand them, engage more deeply, and ask questions in the moment of interest.
Most products and venues are silent. They can be seen, touched, or browsed, but they cannot explain themselves, answer contextual questions, or learn from the interaction they generate. This creates a gap between curiosity and understanding.
At the same time, organizations increasingly need:
Talking Products and Talking Venues bring conversational interaction to physical or service-based experiences. A person can ask a product, place, or service questions directly and receive answers grounded in relevant knowledge, rather than needing to search elsewhere or rely only on static content.
This can support:
I have worked on concept creation, product strategy, user journey design, interaction model design, architecture thinking, communication logic, and how these systems should fit into broader customer experience and business contexts.
The main UX challenge is avoiding gimmick behavior. The interaction has to feel genuinely useful. It must answer real questions, support the customer journey, and reflect the character and context of the product or venue in a natural way.
Key UX questions include:
These systems require:
A key strength is that the system can convert static information into dynamic dialogue while also making customer interest and behavior more visible.
This area is especially interesting because it brings AI into the market side of the world, where products, places, and services can become more understandable, interactive, and valuable in real customer moments.
Talking Product turns physical products into a continuous growth engine by making them askable. The most important customer questions are asked when the brand isn't in the room — at the shelf, during first use, throughout the product lifecycle. Talking Product captures those moments through a QR-first, mobile-first service layer that transforms any physical touchpoint into a dynamic help experience.
The core idea: print is permanent, but the experience behind it is fluid. Different QR codes provide different contexts, but they all lead to one evolving knowledge base the brand controls and updates in real time — improving at the speed of learning, not the speed of print.
Own the question. Own the destination. Own the growth.
The full concept deck covers the signal ownership problem, the QR dead-end problem, the living knowledge base model, and how Talking Product becomes a scalable growth asset.
Talking Venues applies the same conversational layer logic to physical spaces — shopping malls, hotels, event venues, and more. Visitors can ask questions in the moment, in their language, and the venue learns from every interaction. Below are two examples of this in practice.
A concept video showing how a shopping mall can gain a conversational layer — helping visitors navigate, discover, and engage in real time.
A live demo experience showing how a hotel can become conversational — answering guest questions about amenities, services, and local recommendations at any touchpoint.