AI Product Design:
Intelligence designed into workflows
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The Phoenux Way
AI-native product design. Conversational interfaces, agentic workflows, and design systems built for intelligence. Design for AI features that work. Trust, recovery, and intelligence designed into real workflows.
The Work Before
AI features fail when UX isn't designed for intelligence
Most AI features get bolted onto products that were never designed for probabilistic output. The happy path works in the demo. In production, the AI hallucinates, users don't know what went wrong, and trust erodes.
AI Product Design exists to design the failure states, the recovery paths, the confidence signals, and the human oversight that make AI features usable in production.
Our AI Expertise
What's included
In practice
What this looks like in real work
What you get
AI Product Design delivers design for AI features that work in production. Typical deliverables:
- 01
Use-case prioritization: which AI features to build first and why
- 02
Failure state design: what the user sees when the model fails
- 03
Recovery path design: how users get unstuck when AI output is wrong
- 04
Confidence signal design: how users know when to trust the AI
- 05
Handoff and oversight design: when and how humans intervene
Frequently asked questions
Do we need AI Product Design if we're just adding a chatbot?+
Depends. If the chatbot is a marketing page add-on, probably not. If it's inside a workflow where accuracy matters and failure breaks trust, yes.
Can you design AI features for existing products?+
Yes. Most AI Product Design work is retrofitting AI features into products that weren't designed for them. We design the trust, failure, and recovery layers that make AI usable in your existing product.
Do you build the AI models too?+
No. We design the product experience around AI. Your eng team or AI vendor builds the models. We design how users interact with them.
Tell us about
your AI roadmap
We'll help you figure out which AI features to design first and how to design them for production.
Start Here. Make It Happen.
Got a challenge?
Bring it here.
No polished brief. No homework. Just tell us what you're working on, and we'll take it from there.
- 01
Give us the context
A name, a way to reach you, and whatever’s on your mind.
- 02
We’ll dig in
We’ll look at what you’ve shared and figure out what questions matter.
- 03
Let’s make a move
If there’s a fit, we’ll map out the smartest way forward.