Human-Centered AI for meaningful conversations
LeanOn is an AI-powered conversational platform that enables users to create and engage with unique AI personas tailored to their interests, emotions, and everyday needs. Our objective was to design an immersive AI product experience that feels deeply personal while remaining intuitive and scalable. From personalized onboarding and intelligent persona discovery to fluid conversations and rewarding interactions, every touchpoint was crafted around modern mobile UX principles. The result is a premium digital product that combines thoughtful interaction design, human-centered AI, and a refined visual language to make every conversation feel meaningful, engaging, and uniquely yours.
- Client
Lean-on
- Categories
Design for AI, Product, Experience
- Deliveries
Research, UI, UX, Concept
- Industry
Mental Health, Consumer AI
- Service
AI Product Design
- Geography
India, US, Global
- Scale
Product Startup
- Tags
Privacy UX, AI Product, Mental Health, Design for AI, Conversational AI




Personalization begins with thoughtful onboarding. We designed LeanOn’s onboarding to gather only the information that truly matters, turning a complex personalization process into a simple, guided experience. Every question was carefully curated to understand the user’s interests and preferences without creating friction. This foundation enables LeanOn to recommend the most relevant AI personas, conversations, and experiences from the very first interaction, making the platform feel personal, intuitive, and tailored to every individual.

LeanOn’s visual language was crafted to deliver a premium AI product experience through depth, fluidity, and clarity. Translucent surfaces, layered interfaces, and subtle motion create an immersive yet distraction-free environment where conversations remain the primary focus. Every interaction follows modern mobile UX principles, balancing visual elegance with usability to create a scalable interface for AI-powered experiences.



Design for AI guided every interaction in LeanOn. The experience was designed around transparency, personalization, and user control. Collecting only the information needed to tailor conversations without requiring personal or verified details. Clear AI cues, privacy-first onboarding, and adaptive interfaces create a human-centered AI experience that feels intuitive, trustworthy, and effortless.

Challenge
LeanOn needed AI product design that felt deeply personal — but personalization at this level usually costs users their privacy or creates a confusing onboarding flow. The challenge was designing human-AI interaction design that could recommend the right AI personas and conversations from a user’s first session, without collecting excessive data or breaking trust in a sensitive, mental-wellness context.
Solution
Kormoan applied its Design for AI framework to build privacy-first, conversational AI design onboarding that collects only what’s needed to personalize the experience. Translucent surfaces, layered interfaces, and subtle motion created an immersive, distraction-free environment for conversational interfaces, while explainable AI cues and adaptive design built user confidence. The result is scalable AI UX design grounded in modern mobile UX and true human-centered AI principles.
improvement in onboarding completion rate
average user trust rating (post-launch survey)
increase in daily active engagement
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