Transforming Interior Design with AI
Key Challenges
Arrivae faced the challenge of developing an intuitive platform that could accurately match interior designers with customers' preferences based on images of their spaces. They needed to ensure that the system could dynamically present various design types, recommend similar designs, and allow for easy customization of elements such as color schemes and decor.
Key Results
The implementation of Ankercloud's AI solutions led to a 15% improvement in interior design image recommendations, aligning with user prompts and enhancing the quality of suggested designs. Additionally, the segmentation model's accuracy improvement to 65% allowed for a 10% better personalization of specific objects, significantly enhancing the user experience and satisfaction.
Overview
Arrivae sought a solution to efficiently match interior designers with customers' preferences, utilizing images of their spaces for seamless exploration of color schemes, floor plans, and decor options. Their goal was to enhance customer satisfaction by providing a user-friendly platform that enables designers and buyers to collaboratively experiment with diverse design elements based on space images.
Challenges
Arrivae faced the challenge of creating an intuitive and interactive platform that could accurately reflect and adapt to customer preferences. They needed a system that could dynamically present various design types, recommend similar designs, and allow for easy customization of elements such as color schemes and decor.
Solution
Ankercloud's AI models revolutionized the interior design process for Arrivae by:
- Quantifying changes from a preferred design to ensure dynamic creativity.
- Identifying and grouping design types for effective presentation.
- Recommending similar designs to enhance user exploration and satisfaction.
- Generating personalized interior design visuals by comparing and categorizing design elements.
- Offering seamless customization options, including adjustable colour schemes for different design types.
These innovations provided a seamless and personalized experience for users, optimizing both user satisfaction and creativity.
Business Outcome
The implementation of Ankercloud's AI solutions led to significant improvements for Arrivae:
- Enhancing the Img2Img model to 75% accuracy resulted in a 15% improvement in interior design image recommendations aligned with user prompts, elevating the overall quality and effectiveness of suggested designs.
- Improving the segmentation model to 65% accuracy resulted in a 10% enhancement in users' ability to modify and personalize specific objects, providing a more tailored and satisfying interior design customization experience.
These advancements significantly boosted customer satisfaction and engagement, helping Arrivae deliver a superior interior design service.
