Your AI works.
But does it feel right?
We turn functional AI features into product experiences users trust, understand, and actually use.
Refinement
The AI Feature Paradox
You shipped AI fast. Smart move. But now users aren't using it.
Feels Generic
- • Looks like every other AI chatbot
- • No brand personality
- • Template-driven UI
- • Users can't tell it's "yours"
Breaks Trust
- • Unclear what AI can/can't do
- • No transparency about limitations
- • Poor error handling
- • Users feel misled
Doesn't Fit
- • Feels "bolted on" to your product
- • Inconsistent with existing UX
- • Disrupts user workflows
- • Nobody asked for a chatbot
"We have the AI. We just need it to feel like it belongs in our product."
— Common feedback from SaaS founders
This is for
you if...
SaaS Companies
Adding AI
You've integrated LLMs into your product, but the experience feels disconnected.
- →Adoption is lower than expected
- →Users complain about the AI "slop"
- →It feels like a separate, bolted-on tool
We refine your AI features to feel native and drive actual usage.
AI-First
Startups
You're building with AI at the core, but user testing shows confusion.
- →User testing shows massive confusion
- →The interface feels technical, not intuitive
- →Investors question the usability of the core tech
We design AI experiences that feel magical, not mechanical.
Underutilized Features
Due to poor experience design
Faster Abandonment
Compared to traditional product features
Higher Engagement
In well-designed AI experiences
AI Experience Refinement
Transform raw AI capabilities into designed, intentional experiences that feel native to your product.
Audit & Diagnose
What we analyze:
- • User friction points
- • Trust & transparency
- • UI/UX consistency
- • Conversation flows
- • Edge case handling
- • Loading states
Deliverable:
Comprehensive AI UX Audit Report with prioritized improvements.
Design & Refine
What we create:
- • UI components
- • Natural flows
- • Context patterns
- • Error handling
- • Trust elements
- • Micro-interactions
Deliverable:
High-fidelity UI designs, interactive prototypes, and component library.
Validate & Iterate
What we test:
- • User testing
- • A/B testing
- • Edge cases
- • Performance
- • Accessibility
- • Dev handoff
Deliverable:
Testing insights, production-ready files, and handoff documentation.
Why Zenith for AI?
We bridge the gap between technical capability and user intuition. Our approach ensures AI feels like a native extension of your product.
We Understand Both Sides
We bridge design and engineering. We know how AI works technically—tokens, latency, context windows, and hallucinations—so we design for real capabilities.
Product-First, Not AI-First
We don't force AI. We design experiences where AI enhances existing workflows naturally, ensuring it feels native rather than a "bolted-on" gimmick.
Trust by Design
AI requires trust. We design for transparency, clear limitations, and human-in-the-loop patterns that make users feel safe and in control.
Battle-Tested Patterns
We use proven interaction patterns from products used by thousands. We know what works in production and what drives actual feature adoption.
What's Included
AI UX Audit Report
Heuristic analysis, friction mapping, and trust assessment.
Redesigned Interface
High-fidelity UI, component library, and responsive designs.
Conversation Flows
Natural patterns, context-aware responses, and fallbacks.
Interaction Prototypes
Figma prototypes, micro-animations, and loading states.
Design System Integration
AI components, pattern documentation, and guidelines.
Developer Handoff
Annotated files, component specs, and implementation notes.
Investment & Packages
AI UX Audit
Perfect for diagnosing issues and planning your AI roadmap.
- • Comprehensive AI UX audit
- • Prioritized improvement list
- • 90-minute strategy session
- • Quick-win recommendations
Experience Redesign
Perfect for complete overhauls or new AI product launches.
- • Everything in Audit, plus:
- • Full UI/UX redesign
- • Interactive prototypes
- • Conversation flow design
- • User testing (1 round)
- • Developer handoff
Experience Partner
Perfect for ongoing development and continuous optimization.
- • Monthly design capacity
- • Ongoing UX improvements
- • A/B test design support
- • New feature design
- • Monthly strategy sessions
- • Priority support
Case: SaaS Dashboard AI Assistant
The Challenge
Adoption was only 8% after 3 months. Users found it "confusing" and "not helpful."
What We Did
- • Redesigned conversation flows
- • Created contextual triggers
- • Integrated data visualizations
- • Added confidence indicators
Frequently Asked Questions
Everything you need to know about our AI Experience Refinement service.
How is this different from regular UX design?
AI experiences require specialized design considerations: handling uncertainty, designing for evolving AI capabilities, creating trust through transparency, managing user expectations, and designing for edge cases that traditional software doesn't face. We specialize in these unique challenges.
Do you work with specific AI models (ChatGPT, Claude, etc.)?
Yes. We're model-agnostic but experienced with GPT-4, Claude, Gemini, and custom models. We focus on the experience layer—regardless of which AI powers it.
Can you help if we haven't built the AI yet?
Absolutely. We can design the experience first, then spec the AI requirements—often a better approach than building AI then trying to design around it.
How long does a typical project take?
Audits take 1-2 weeks. Full redesigns typically run 6-8 weeks. We work in sprints to maintain momentum while allowing for iteration based on feedback.
Do you handle the development/implementation?
We focus on design and provide detailed developer handoff documentation. We can partner with your dev team or recommend trusted implementation partners if needed.
What if our AI capabilities change during the project?
We design flexible systems that can adapt as AI improves. Our approach focuses on patterns and principles, not rigid implementations.
Do you sign NDAs?
Yes, we're happy to sign NDAs and work with sensitive or proprietary AI implementations.
What industries do you work with?
We've designed AI experiences for SaaS, fintech, healthcare, e-commerce, and enterprise tools. The principles of good AI UX apply across industries.
Our AI Design Philosophy
Transparency > Capability
Users trust AI that's honest about limitations more than AI that overpromises.
Native > Novel
The best AI experiences feel like a natural extension of your product, not a gimmick.
Guidance > Automation
AI should empower users to make better decisions, not make decisions for them.
Ready to fix your
AI experience?
Let's turn your AI from functional to exceptional.
Our AI works, but users aren't using it
We'll audit your current implementation and provide a clear roadmap for improvement.
Get an AI UX Audit →We're building new AI features
We'll partner with your team to design a native AI experience from the ground up.
Book a Strategy Call →