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Max Tymoshyn, founder of Norml Studio
Max TymoshynFounder, Norml Studio

Design AI interfaces that make uncertainty and user control clear.

An AI interface needs more than an input field and a result panel. We design the selected task with progress, limitations, corrections and recovery so users can understand what the system returned and what they can do next.

A few clients we’ve worked with

99Legal / Kremenchuker Law GroupAstraZenecaCoxitDiet vs DiseaseFlorida seal — Regional Counsel projectMetroplex HomebuyersNasdaq Private MarketOffice of Criminal Conflict and Civil Regional Counsel, Second Region of Florida — Ita M. NeymotinPolaclubThe Farm Soho

What we do

UX/UI design for AI companies: task and review flow, result and failure states, prototype and handoff.

What UX/UI design needs to account for.

  • Users need to distinguish a generated suggestion and a confirmed action.

  • Slow or incomplete responses need useful progress and recovery behaviour.

  • Correction controls need to explain what happens to the feedback.

What interface decisions cost when nobody makes them.

Interfaces are not decorated; they are decided. When the tasks, roles and states are never agreed, they get invented during development — one screen at a time.

Fewer support requests

Designing the states people actually hit — empty, loading, error, permission denied — removes the questions your team answers by hand later.

Development stops guessing

An agreed screen inventory and behaviour means engineers implement decisions instead of making product decisions in code review.

The product survives its next feature

Patterns designed once hold when the roadmap adds a role, a plan tier or a new workflow.

UX/UI design scope.

Plan task and review flow, result and failure states and prototype and handoff as connected parts of the engagement.

Task and review flow

Map input preparation, processing and output review. Define where the user confirms, corrects or rejects a result.

Result and failure states

Design waiting, partial output, unavailable-source and error behaviour. Explain uncertainty using approved product rules rather than decorative confidence labels.

Prototype and handoff

Build an interactive Figma flow with permission and state specifications. Record decisions the product team must resolve before implementation.

What clients say.

Reviews from the companies we have built and maintained websites for.

Read every review on Clutch
“We didn’t choose them to be impressed — we chose them because we knew they’d deliver high-level results with no risk. As a CTO myself, that’s exactly what I look for in a long-term partnership.”
Iryna MykytynFounder & CTO, COXIT.COClutch review
“And, you know, the great part about the fact that you hit the goal, it's not that you had to compromise anything that you were doing, because, honestly, the end result far exceeded what we could have imagined.”
Chris NeeckChief Distribution Officer, InsuraTec
“I would just say that you deliver on quality … I just thought we clicked, and you delivered what we were looking for.”
Amanda GrayManager, Data and Financial Products, Nasdaq Private Market
“Norml Studio's professionalism and responsiveness were impressive.”
Josiah BallCo-Founder & CEO, HOMEECClutch review

UX/UI design deliverables.

The agreed UX/UI design scope is documented in the following work products.

  1. 01

    Role and user-flow diagrams

  2. 02

    Figma screens with interaction states

  3. 03

    Clickable prototype and behaviour specifications

Our process

How we approach UX/UI design.

Define the AI task

Map accepted inputs, output review and the user actions permitted after generation.

[ 01 ]

Design uncertain states

Prototype partial output, waiting, correction and recovery using the product team’s approved rules.

[ 02 ]

Review the interaction contract

Confirm the prototype with engineering and document unresolved model or workflow decisions.

[ 03 ]

The people who do this work.

No account layer between you and them. These are the Norml specialists this work runs through.

Meet the whole team
Max Tymoshyn, founder of Norml Studio

Let's chat

“I've spent 10 years working across development and marketing. I started as a developer, but design, SEO and advertising were already part of the job. That taught me to treat a website as one system: the business, the content, the design and the code have to work together. At Norml, I lead the architecture behind our work and stay involved wherever strategy, design, development and search meet.”

Max TymoshynFounder & Architect

Get started

UX/UI design for AI companies: questions.

Will you choose a confidence threshold for the model?
No. Your product and engineering owners define how uncertainty is measured and used. We design its presentation and the permitted user actions.
Can the scope cover human review of generated results?
Yes. Review, correction and approval flows can be the central interface task rather than an extra screen added at the end.
Discuss UX/UI design and the requirements behind your AI product website.

Planning UX/UI design?

Book a call