The Challenge
The Challenge
“Household owners are experiencing significant food waste, leading to financial strain and environmental harm.”
“Household owners are experiencing significant food waste, leading to financial strain and environmental harm.”
Reinventing the Way You Shop. With Pantree’s predictive smart trolley system, every trip is efficient, sustainable, and designed for you.
Reinventing the Way You Shop. With Pantree’s predictive smart trolley system, every trip is efficient, sustainable, and designed for you.
Challenges
In-store shopping often leads to disorganization, impulse buying, and food waste.
Shoppers lack real-time support to manage lists, track purchases, and stay within their goals.
Retailers struggle with inventory waste, traffic congestion, and forecasting demand.
Integrating a smart, tech-enabled system seamlessly with existing retailer POS infrastructure is complex.
Challenges
In-store shopping often leads to disorganization, impulse buying, and food waste.
Shoppers lack real-time support to manage lists, track purchases, and stay within their goals.
Retailers struggle with inventory waste, traffic congestion, and forecasting demand.
Integrating a smart, tech-enabled system seamlessly with existing retailer POS infrastructure is complex.
Goals & Metrics
As a solo designer, I carried out this project from concept to delivery with the aim of:
Enhancing the in-store shopping experience by creating a more organized and mindful shopping flow.
Designing a connected mobile app + trolley system to sync shopping lists and streamline checkout.
Applying predictive algorithms (ARIMA + group clustering + yes/no feedback loop) to forecast needs, suggest alternatives, and reduce waste.
Building a personalized shopping journey that adapts to dietary goals, shopping frequency, and waste patterns.
Exploring how such a system could benefit retailers by improving traffic flow, reducing aisle congestion, and providing valuable demand insights.
Promoting a lifestyle of sustainability and intentional consumption through design-led innovation.
Goals & Metrics
As a solo designer, I carried out this project from concept to delivery with the aim of:
Enhancing the in-store shopping experience by creating a more organized and mindful shopping flow.
Designing a connected mobile app + trolley system to sync shopping lists and streamline checkout.
Applying predictive algorithms (ARIMA + group clustering + yes/no feedback loop) to forecast needs, suggest alternatives, and reduce waste.
Building a personalized shopping journey that adapts to dietary goals, shopping frequency, and waste patterns.
Exploring how such a system could benefit retailers by improving traffic flow, reducing aisle congestion, and providing valuable demand insights.
Promoting a lifestyle of sustainability and intentional consumption through design-led innovation.
Research Process
Research Process
Ideation & Concept Gen
Ideation & Concept Gen
Development
Development
Prototyping
Prototyping
Final Product
Final Product
Research Process
Research Process
Ideation & Concept Gen
Ideation & Concept Gen
Development
Development
Prototyping
Prototyping
Final Product
Final Product
Final Product
Ideation & Concept Generation
Development
Prototyping