AI Product Design
An AI product design agency built by someone who shipped one solo.
RoleGrowth — an AI career platform with 15+ AI-powered features — was designed, coded, and shipped end-to-end in 8 weeks. Every AI product engagement inherits those patterns.
The problem we solve
Why founders bring this to us.
AI UX is its own discipline now. Streaming responses, error states, agentic loops, tool calls, empty states before the model runs, latency compensation. Most designers have not shipped this. The studio has.
What you get
Deliverables spelled out.
- AI-native product design: chat, agents, prompt UX, streaming interfaces
- Empty states, mid-stream states, error states — the AI UX 90%
- Tool-call and agent-workflow visualisations
- Dashboards for LLM output review, moderation, cost
- Design system for AI product patterns
- Coded in Next.js + Vercel AI SDK (or your stack)
Our process
How this engagement runs.
- 1
Product + model alignment
What LLM, what latency, what error modes. Design has to know the substrate.
- 2
Flow design
Happy path + all the AI-specific unhappy paths (hallucination, timeout, unclear intent).
- 3
High-fidelity + prototype
Streaming interactions prototyped, not just static screens.
- 4
Build + ship
Production in Next.js + Vercel AI SDK, deployed with cost + moderation dashboards.
Recent work
RoleGrowth — proof of the pattern.
An AI-powered career platform with 15+ AI-powered features, designed and shipped end-to-end in 8 weeks. The same ai product design pattern used here powers every project we take on.
FAQ
AI Product Design — quick answers.
Anthropic Claude and OpenAI as primary, both via the Vercel AI SDK. Comfortable with local models via Ollama for prototypes. Design patterns are LLM-agnostic.
Yes — those decisions shape the UX. I will not pick a model for you but I will name the design implications of each option before you commit.
Yes. Agent-workflow UX (tool visibility, step-by-step transparency, error recovery) is a specific specialism — RoleGrowth uses it in production.
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Ready to scope ai product design?
Spend 3 minutes on the intake form. I'll send back a fixed-price scope within 24 hours — usually faster.