Websites & AEO
Most AI products fail because of bad interfaces. Gr8r Studio designs AI-native product experiences that make complex AI behavior feel simple, intuitive, and powerful.
Work for teams who ship AI into SaaS
hyperAI
hyperAI
The Problem With Most AI Product Design
AI products are fundamentally different from traditional software. They're dynamic, probabilistic, and often unpredictable. Most design agencies treat them like regular apps, and that's where the user experience breaks down. If your users don't understand what your AI is doing, they won't trust it. If they don't trust it, they won't use it.
Confusing AI outputs
Users don't know what the AI did or why
Poor onboarding
Users drop off before seeing AI value
No feedback loops
Users can't correct or guide the AI
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Poor onboarding
Users drop off before seeing AI value
No feedback loops
Users can't correct or guide the AI
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Poor onboarding
Users drop off before seeing AI value
No feedback loops
Users can't correct or guide the AI
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Confusing AI outputs
Users don't know what the AI did or why
Every Layer of Your AI Product, Covered.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
Agentic Design Systems
AI output feels cold without the right motion. We design micro-interactions that make AI responses feel alive, trustworthy, and intentional.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
Agentic Design Systems
AI output feels cold without the right motion. We design micro-interactions that make AI responses feel alive, trustworthy, and intentional.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
Agentic Design Systems
AI output feels cold without the right motion. We design micro-interactions that make AI responses feel alive, trustworthy, and intentional.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
From brief to launch. Five steps
From idea to launch-ready AI experiences
01
Discovery & AI Behavior Mapping
02
Strategy & Architecture
03
UI Design & System
04
Prototype & Validation
05
Handoff & Support
Week 1
Discovery & AI Behavior Mapping
We start by understanding the problem, business goals, users, constraints, and competitive landscape. For AI products, we also examine AI behavior, outputs, limitations, and their impact on the interface.
What we do:
Understand client goals and business context
Define AI feature scope and capabilities
Identify user needs and pain points
Map technical constraints and AI behavior
What you get:
Discovery report.
AI behaviour map.
Project scope document.
Sprint priorities.
Timelines depend on scope, but every project follows a clear, structured pace from start to finish.
01
Discovery & AI Behavior Mapping
02
Strategy & Architecture
03
UI Design & System
04
Prototype & Validation
05
Handoff & Support
Week 1
Discovery & AI Behavior Mapping
We start by understanding the problem, business goals, users, constraints, and competitive landscape. For AI products, we also examine AI behavior, outputs, limitations, and their impact on the interface.
What we do:
Understand client goals and business context
Define AI feature scope and capabilities
Identify user needs and pain points
Map technical constraints and AI behavior
What you get:
Discovery report.
AI behaviour map.
Project scope document.
Sprint priorities.
Timelines depend on scope, but every project follows a clear, structured from start to finish.
Week 1
01
Discovery & AI Behavior Mapping
We start by understanding the problem, business goals, users, constraints, and competitive landscape. For AI products, we also examine AI behavior, outputs, limitations, and their impact on the interface.
What we do:
Understand client goals and business context
Define AI feature scope and capabilities
Identify user needs and pain points
Map technical constraints and AI behavior
What you get:
Discovery report.
AI behaviour map.
Project scope document.
Sprint priorities.
Week 1–2
02
Week 4–5
03
Week 4–5
04
Week 5–6 and beyond
05
What Our Work
Actually Delivered.
3 Weeks
Zero to dev-ready MVP
0 Rounds
Developer revision cycles
50+
Products designed and shipped
100%
Dev-ready file delivery rate
AI Product Design and
SaaS Project We Have Done
Gr8r Studio designs AI products and SaaS platforms that users understand and stay in. Each project shows the problem, what we redesigned, and the retention impact.
What they said
after we shipped
Gr8r Studio clients on what changed after we redesigned their AI and SaaS products. Every number is measured after launch, in the client's own words.
hyperAI
Our onboarding drop-off reduced by 37% within the first month.
Our onboarding drop-off reduced by 37% within the first month.
Wendi Gechter
Head of Growth
0%
0%
0%
0%
Reduced onboarding drop-off within the first month.
Reduced onboarding drop-off within the first month.
Our demo conversion jumped 2.4× after the new landing page went live.
Our demo conversion jumped 2.4× after the new landing page went live.
Wendi Gechter
Head of Growth
$
0M
0M
0M
0M
0M
0M
Raised after
product redesign.
Raised after
product redesign.
Our onboarding drop-off reduced by 37% within the first month.
Wendi Gechter
Head of Growth
Our onboarding drop-off reduced by 37% within the first month.
Wendi Gechter
Head of Growth
Our demo conversion jumped 2.4× after the new landing page went live.
Our demo conversion jumped 2.4× after the new landing page went live.
Wendi Gechter
Head of Growth
$
0M
0M
0M
0M
0M
0M
Raised after
product redesign.
Raised after
product redesign.
Conversion jumped 2.4× after the new landing page went live.
$
0M
0M
0M
0M
0M
0M
Raised after product redesign.
Why We are Different
AI products have different rules. Here's how design approaches compare.
Gr8r
Traditional agency
General freelancer
Understands LLM behavior & output variability
Yes
Rarely
Rarely
Designs for streaming, latency, and error states
Yes
No
No
Knows agentic UX patterns (multi-step AI flows)
Yes
No
Sometimes
AI-accelerated design workflow
Yes
No
Sometimes
Design-to-code handoff (Figma → production)
Yes
Rarely
Depends
Short sprint delivery (not months)
Yes
No
Yes
More Services
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
UI Design & Interaction
AI features on mobile need careful thought. We design AI-native mobile experiences that feel natural, from NLP input flows to adaptive UI states.
UX Research & Strategy
We design AI-powered dashboards that surface the right insights at the right time, clean data hierarchy, smart defaults, and contextual AI output display.
Design Audit & Redesign
Whether it's a sidebar assistant, inline suggestion system, or a full chat interface, we design AI copilot experiences that feel like a smart colleague, not a chatbot.
Prototype & User Testing
Interfaces that respond to user behavior, AI state, and context. We design systems that adapt, not just look good on a static mockup.
AI Product Design FAQs
1. What is AI-native product design?
AI-native product design is the practice of designing software interfaces built around how AI behaves: probabilistic outputs, model errors, confidence states, and adaptive UI. It is different from using AI tools to do design work. Gr8r Studio is a London product design and development studio that designs AI-native products for SaaS and AI companies, focused on the moment users get value, trust the output, and decide to stay.
3. Why do AI products lose users in the first month?
5. How long does an AI product design project take?
7. Do you work with early-stage startups or only funded companies?
9. Do you offer a paid audit before a full engagement?
2. How is designing AI products different from regular UI/UX design?
Traditional software is deterministic, so the same input gives the same output and the interface can be designed for fixed states. AI products are probabilistic. Outputs vary, models fail, and confidence shifts, so the interface has to communicate uncertainty, build trust in the output, and give users a way to recover when the AI is wrong. Gr8r Studio designs for those states, which is where most AI products lose people.
4. How much does it cost to hire an AI product design agency?
6. Do you build the product, or only design it?
8. How do you measure whether a redesign actually worked?
10. How do we get started?
1. What is AI-native product design?
AI-native product design is the practice of designing software interfaces built around how AI behaves: probabilistic outputs, model errors, confidence states, and adaptive UI. It is different from using AI tools to do design work. Gr8r Studio is a London product design and development studio that designs AI-native products for SaaS and AI companies, focused on the moment users get value, trust the output, and decide to stay.
3. Why do AI products lose users in the first month?
5. How long does an AI product design project take?
7. Do you work with early-stage startups or only funded companies?
9. Do you offer a paid audit before a full engagement?
2. How is designing AI products different from regular UI/UX design?
Traditional software is deterministic, so the same input gives the same output and the interface can be designed for fixed states. AI products are probabilistic. Outputs vary, models fail, and confidence shifts, so the interface has to communicate uncertainty, build trust in the output, and give users a way to recover when the AI is wrong. Gr8r Studio designs for those states, which is where most AI products lose people.
4. How much does it cost to hire an AI product design agency?
6. Do you build the product, or only design it?
8. How do you measure whether a redesign actually worked?
10. How do we get started?
1. What is AI-native product design?
AI-native product design is the practice of designing software interfaces built around how AI behaves: probabilistic outputs, model errors, confidence states, and adaptive UI. It is different from using AI tools to do design work. Gr8r Studio is a London product design and development studio that designs AI-native products for SaaS and AI companies, focused on the moment users get value, trust the output, and decide to stay.
3. Why do AI products lose users in the first month?
5. How long does an AI product design project take?
7. Do you work with early-stage startups or only funded companies?
9. Do you offer a paid audit before a full engagement?
2. How is designing AI products different from regular UI/UX design?
Traditional software is deterministic, so the same input gives the same output and the interface can be designed for fixed states. AI products are probabilistic. Outputs vary, models fail, and confidence shifts, so the interface has to communicate uncertainty, build trust in the output, and give users a way to recover when the AI is wrong. Gr8r Studio designs for those states, which is where most AI products lose people.
4. How much does it cost to hire an AI product design agency?
6. Do you build the product, or only design it?
8. How do you measure whether a redesign actually worked?
10. How do we get started?
Tell Us
About Your Project.
Tell us where your AI product is losing users. We reply within 24 hours.
Tanjim Islam
CEO of Gr8r
Tell Us
About Your Project.
Tell us where your AI product is losing users. We reply within 24 hours.
Tanjim Islam
CEO of Gr8r
Tell Us
About Your Project.
Tell us where your AI product is losing users. We reply within 24 hours.
Tanjim Islam
CEO of Gr8r