AI & Agentic Interface Design

AI product design people trust and understand

We design the interface around your model: onboarding, prompts, agent flows and the moments users need control.

AI asset management product website on a laptop

Trusted by 125+ founders, from first raise to enterprise

  • RAK Properties
  • Telr
  • Sun Capture
  • Al Rajhi Takaful
  • Pentair
  • Axis Furniture
  • Asendia AI
  • R-Load
  • MasBirX
  • GoldMark
  • InDebted
  • boon
  • mergepoint.ai
  • Americas Retirement HQ
  • RAK Properties
  • Telr

The problem

Signs your AI product has a UX problem

  • Outputs feel unreliable

    Users hesitate to trust AI results when reasoning, sources and confidence remain unclear.

  • Chat is the only interface

    Basic chat interfaces hide powerful capabilities and make complex workflows feel restricted.

  • Agents lack visibility

    Users need clear progress, actions and reasoning before they trust an agent.

  • AI adoption stalls

    Poor discoverability and unclear value prevent users from adopting useful AI features.

  • Users feel out of control

    Users need meaningful controls, approvals, and recovery options before delegating important tasks.

  • No way to give feedback

    Products improve slowly when users cannot easily correct, guide or rate AI output.

Scope of work

Scope of work for your AI interface project

Everything your team needs to make AI features clear, trusted and actually used.

  1. 01

    AI UX audit

    Review AI experiences to uncover trust gaps, usability issues, unclear behaviors, and adoption blockers across workflows.

  2. 02

    Workflow mapping

    Map user goals, decisions, system actions, and handoffs to reveal friction across complete AI workflows clearly.

  3. 03

    Autonomy levels

    Define clear autonomy levels so users understand what AI can suggest, perform, confirm, or escalate safely.

  4. 04

    Intent preview

    Show users what the AI plans to do before actions begin, reducing uncertainty and preventing mistakes.

  5. 05

    Approval and undo flows

    Design approval and undo flows that keep users in control before, during, and after automated actions.

  6. 06

    Activity and audit log

    Create transparent logs showing AI actions, decisions, timestamps, and outcomes so users can review everything easily.

  7. 07

    Prompt and chat UI

    Design prompt and chat interfaces that make inputs, context, responses, and next steps easier to understand.

  8. 08

    Error and fallback states

    Create helpful fallback states that explain failures, preserve progress, and guide users toward safe recovery options.

What’s included

What’s included in your AI interface project

Interfaces that make your AI feel reliable, from first prompt to final action.

Get a proposal
  • Not included

    • Model training or fine tuning
    • Backend prompt engineering
    • AI infrastructure development
  • Revisions and timeline

    • Unlimited revisions
    • 3 to 10 weeks, by scope
    • Weekly reviews with product
  • Files and handoff

    • Figma files and prototype
    • AI pattern library
    • Interaction and state specs

Not sure what your AI product needs?

Book a free 30-minute call with a senior designer. We’ll review your product and recommend the right scope.

Book a free call

Outcomes

What better AI UX changes

  • Higher AI adoption

    Users find and use AI features instead of ignoring them.

  • More trust

    Clear reasoning and previews build trust.

  • Fewer costly mistakes

    Approvals, undo and fallbacks stop errors before they reach customers.

Our AI interface design process

  1. Discovery

    We review what the model can do, who uses it and the risks.

    • Capabilities
    • Goals
    • Risks
  2. Interaction

    We map tasks, handoffs and the prompt and approval patterns.

    • Task mapping
    • Autonomy
    • Trust
  3. UI and prototype

    Polished screens and a working prototype tested with real users.

    • UI screens
    • Prototype
    • Testing
  4. Test and handoff

    Specs for every state, plus QA support as your team ships.

    • State specs
    • QA support
Maniruzzaman Jubayer, COO & Product Design Lead

Your Product Design, Led by Senior Expertise

Co-founder of Wolfpixel. 6+ years shaping brands and digital products for companies worldwide.

Maniruzzaman Jubayer

COO & Product Design Lead

Founded Wolfpixel
2022
Years in Product Design
6+
Rating on Clutch
5.0
The Wolfpixel team
15+Creative Minds
The Wolfpixel team at the Dhaka office

15+ creative minds, one studio in Dhaka

Why teams choose Wolfpixel

Belter brand identity applications

Senior designers only

Every project is led by a designer with 5+ years of experience.

Two chrome hands reaching toward each other

Brand to product

We also design your website, dashboard and app, so it all feels like one company.

Ponten brand signage in an office

Strategy first

We speak product, pipeline and fundraising, not just aesthetics.

Slofin fintech brand with a woman holding a card

AI-accelerated workflow

AI speeds up research and exploration. Senior designers make every call.

Smartwatch interface design

Design to live code

Dev-ready files, or we build it in Webflow, Framer or React.

Phone home screen showing an app icon

Direct communication

Talk directly with the designers doing the work.

Why Wolfpixel

Wolfpixel vs the alternatives

How Wolfpixel compares with in-house teams, creative agencies, freelancers and AI tools
OptionStrategyReliabilitySpeedScalingFlexibilityValue
WolfpixelSenior brand and product designers working as one embedded team, with systems behind every project.YesYesYesYesYesYes
In-house teamStrong on context, but rarely covers brand, product and web at once, and hiring for the gaps is slow.YesYesYesYesNoNo
Creative agencyTraditional agencies can be slow and process heavy, with junior hands on the work you were sold.YesYesNoNoNoNo
Freelancer / small agencyCheap to start and flexible, but hard to scale and quality swings from one project to the next.NoNoNoNoYesNo
AI tools onlyFast and cheap, but without human judgment and brand context it falls short on quality and strategy.NoNoYesYesNoYes
  • WolfpixelSenior brand and product designers working as one embedded team, with systems behind every project.
    • YesStrategy
    • YesReliability
    • YesSpeed
    • YesScaling
    • YesFlexibility
    • YesValue
  • In-house teamStrong on context, but rarely covers brand, product and web at once, and hiring for the gaps is slow.
    • YesStrategy
    • YesReliability
    • YesSpeed
    • YesScaling
    • NoFlexibility
    • NoValue
  • Creative agencyTraditional agencies can be slow and process heavy, with junior hands on the work you were sold.
    • YesStrategy
    • YesReliability
    • NoSpeed
    • NoScaling
    • NoFlexibility
    • NoValue
  • Freelancer / small agencyCheap to start and flexible, but hard to scale and quality swings from one project to the next.
    • NoStrategy
    • NoReliability
    • NoSpeed
    • NoScaling
    • YesFlexibility
    • NoValue
  • AI tools onlyFast and cheap, but without human judgment and brand context it falls short on quality and strategy.
    • NoStrategy
    • NoReliability
    • YesSpeed
    • YesScaling
    • NoFlexibility
    • YesValue

What founders say about working with us

  • Andrew Baker, Retirement Specialist, ARHQ

    Andrew BakerRetirement Specialist, ARHQ

  • “Wolfpixel was a great creative fit, impressive design talent and delivered on time, every time.”
    JarradFounder, JL Studio
  • Rihab Lajmi, CEO, Asendia AI

    Rihab LajmiCEO, Asendia AI

  • “This man and the team is professional in his work and deliverables. I will sign a contract with him.”
    Nawaf Al-AjmiStrategic Leader, Swissport
  • Sayandeep Das, Co-founder, TechScholars

    Sayandeep DasCo-founder, TechScholars

  • “I’ve used Wolfpixel for a few projects and they do really great work. Great communication, timely on deliverables, and hearts are in the right place.”
    Josh EngallaFounder, Visibility Engine
  • Kevin Kariuki, Founder, 10X Beast

    Kevin KariukiFounder, 10X Beast

  • “Our experience with Wolfpixel was excellent, and their dedication to quality was evident throughout the project.”
    Javier Elias GarciaExecutive, TIN14

Not sure what your AI product needs?

Book a free 30-minute call with a senior designer. We’ll review your product and recommend the right scope.

Book a free call

Common questions

Frequently asked questions

Maniruzzaman JubayerMasuder Rahaman

Still have questions?

Tell us about your project and we’ll say if we’re a fit.

How much does an AI interface design project cost?

An AI interface design project is priced as a fixed scope or a monthly retainer, depending on what you need. We share a tailored quote after a free 30-minute call or within 4 business hours of your brief.

How long does a AI interface design project take?

Most AI interface design projects take 3 to 10 weeks, depending on scope. You get a dated plan with milestones after the first call.

How many revisions do I get?

Revisions are unlimited. If two rounds and a reset call do not land it, you don’t pay for that brief.

What do I get at the end?

You get Figma files, a prototype, an AI pattern library and interaction and state specs. You own all files and IP on delivery, and we sign an NDA before you share details.

Do you train or fine-tune AI models?

No. We design the interface around your model: onboarding, prompts, agent flows, approvals and fallbacks. Model training and backend prompt engineering stay with your team.

Let’s talk

Ready to start your project?

  1. 1Book a free 30-minute call
  2. 2Get a clear scope and timeline
  3. 3Sign the agreement and NDA
  4. 4Kick off with your senior team
Maniruzzaman Jubayer

Maniruzzaman Jubayer

COO & Co-founder

I’m interested in:
Project budget

  • WebflowWebflow Professional Partner
  • BehanceFeatured 25 times on Behance
  • DribbbleTop Product Design Agency on Dribbble
  • Clutch, 5 stars5.0 rating on Clutch

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