UX SHORTLIST

last checked 2026-10-23 · UX Shortlist team

Best AI UX Design Agencies (2026)

The strongest AI UX design agencies in 2026 are FuseLab Creative, whose AI, dashboard and enterprise product portfolio spans healthcare, fintech and public-sector tools, Fantasy, builder of Priceline's agentic assistant Penny and BNY's AI-native design system ELIZA, and Metalab, which counts Midjourney among its verified clients. 7 firms made this shortlist. Each entry shows verified rates where published, 1 project, 1 reason to pass, and 1 question for the first call.

01

Quick picks

Scenario picks, ordered by their placement in the table below.

AI for operational products, dashboards and enterprise workflows #01
Fuselab Creative
An agentic assistant that has to wear an enterprise brand #02
Fantasy
AI features shipped straight into your existing codebase #05
Rangle.io
An AI feature on a tight budget #06
Arounda
02

The table

AI products UX agencies, ranked. Rates and minimums per Clutch, checked 2026-10-23. Sticky header; scrolls sideways on phones.
RankAgencyShortlist it for RateMinimumTeam FoundedHQ
01 Fuselab Creative AI product design in enterprise, healthcare and data-heavy operational workflows. $100–149/hr $25k+ 10–49 2017 McLean, VA
02 Fantasy enterprise agentic assistants and ai-native design systems. Not published Not published 50–249 1999 New York, NY
03 Metalab consumer-grade polish on an ai product with a 6-figure budget. Not published $100k+ 50–249 2006 Vancouver, British Columbia, Canada
04 ustwo human-centric ai in health and consumer products. $150–199/hr $50k+ 50–249 2004 Not published
05 Rangle.io agentic features shipped into an existing codebase. Not published Not published 50–249 2013 Toronto, ON, Canada
06 Arounda ai feature design at the lowest verified rates on this page. $25–49/hr $25k+ 10–49 2016 Tallinn, Estonia
07 Big Medium executive-level ai strategy before a big build. Not published Not published Not published Not published Not published
03

How this shortlist was made

Candidates needed named, checkable AI product work, not a tagline about AI expertise. We scored our verified pool on the standard rubric and weighted 3 things for this page: a shipped AI interface with a concrete detail, such as Priceline's Penny assistant or Nike's 3-week shopping assistant; a service line specific to AI, from AI interface design to agentic engineering; and engagement fit for teams wrestling with trust and non-deterministic behavior. Rates, minimums, team bands and review counts come from Clutch profiles checked on 23 October 2026; anything a firm does not publish reads Not published.

04

The shortlist

Fuselab Creative

Shortlist it for: AI product design in enterprise, healthcare and data-heavy operational workflows.

FuseLab fits AI products where the interface must support real work, not just a prompt demo. About 15 of its 44 portfolio projects involve AI or ML, and AI interface design is a named service. Its Fiserv Small Business Index organizes point-of-sale data from roughly 2 million U.S. businesses; the California DHCS dashboards show the same ability to make dense records usable. Clutch lists a 5.0 rating across 15 reviews, $100 to $149 hourly rates and a $25,000 minimum. Its GSA MAS vehicle may help public-sector buyers. The caution is breadth: this is a product and dashboard studio with AI experience, not an AI-only shop centered on agentic deployments.

rate$100–149/hr minimum$25,000+ team10–49 founded2017 hqMcLean, VA clutch5.0 · 15 reviews
Pass on them ifYou want a pure AI-specific agency whose entire pitch is agentic UX; FuseLab is stronger on operational AI, data-heavy workflows and product UX than on headline-grabbing AI-only demos.
Ask them"Which of your AI cases are operating inside a real workflow rather than a demo environment, and how did you test trust and safety before launch?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profileAgency about pageSAM.gov contract recordFiserv case studyCalifornia Department of Health Care Services case studyMedical Device Interface Design service page

Fantasy

Shortlist it for: enterprise agentic assistants and ai-native design systems.

Fantasy brings the longest track record on this page, founded in 1999 and running 50 to 249 people from New York per Clutch. Its AI work includes an 8-week brand and motion identity for Priceline's Penny assistant, with visible listening, thinking and generating states, and design-system work for BNY's internal AI platform. Fantasy also reports a sports-league replatform for LIV Golf using full-stack AI from design through deployment. The studio lists UX/UI design, AI development and consulting among its services. The open question is verification: Fantasy has no Clutch reviews yet and publishes neither an hourly rate nor a project minimum, so pricing and references both get established on the first call.

rateNot published minimumNot published team50–249 founded1999 hqNew York, NY clutchNo reviews yet
Pass on them ifYou want third-party reviews or published pricing before a call; Fantasy has 0 Clutch reviews and discloses neither rates nor minimums.
Ask them"On Priceline's Penny, how did you test the assistant's behavior before the model was final, and what changed as a result?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profileProject portfolioPriceline case study · 2026-10-29BNY case study · 2026-10-29

Metalab

Shortlist it for: consumer-grade polish on an ai product with a 6-figure budget.

Metalab, the Vancouver studio founded in 2006 and owned by holding company Tiny, is the consumer-polish option, with Midjourney, Slack, Uber and Headspace on its verified client list. Amazon Photos shipped on day 1 to 54 million Prime subscribers per the Metalab case study, and its Waking Up case cites nearly 40,000 5-star App Store reviews for the meditation app Metalab designed, built and launched. The practice spans product strategy, UX/UI design, brand identity and frontend engineering, so an AI product can go from concept to shipped code in 1 engagement. Clutch lists a $100,000+ project minimum and a 50 to 249 team band, with no hourly rate published and no current reviews.

rateNot published minimum$100,000+ team50–249 founded2006 hqVancouver, British Columbia, Canada clutchNo reviews yet
Pass on them ifYour budget sits under 6 figures; Metalab's Clutch project minimum starts at $100,000.
Ask them"What did your team design for Midjourney, and how was the work split with their in-house designers?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profileAgency website

ustwo

Shortlist it for: human-centric ai in health and consumer products.

Google DeepMind sits on ustwo's verified client list alongside HSBC, Peloton and Reuters, and the studio's AI casework leans toward people: the RVO Health engagement applies human-centric AI to US health coaching, per the case study. Founded in 2004, employee owned per its own site and B Corp certified, ustwo runs studios in London, Malmo, Lisbon and New York, and keeps behavioural science on the service list next to product design and full-stack build. Earlier referenced work includes an iShares design system that the case study says serves 120 million users. Clutch records $150 to $199 an hour and a $50,000 minimum, though only 2 reviews at 4.5 back those bands.

rate$150–199/hr minimum$50,000+ team50–249 founded2004 hqNot published clutch4.5 · 2 reviews
Pass on them ifYou want a deep third-party review record; ustwo logs just 2 Clutch reviews at 4.5 despite 2 decades in business.
Ask them"On RVO Health, where did behavioural science change what the AI coach was allowed to say or do?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profileiShares (BlackRock) case studyRVO Health case study

Rangle.io

Shortlist it for: agentic features shipped into an existing codebase.

Rangle.io approaches AI from the engineering side: the Toronto firm, founded in 2013 with a second office in Amsterdam per Clutch, sells agentic product engineering and AI features alongside design systems sold as Scale Design. Its Nike case study claims an AI shopping assistant built in 3 weeks, including 6,300-plus SKUs auto-tagged in a single day, and for Kenvue it delivered a composable platform and design system covering 80-plus brands in 3 months. Verified clients also include Sanofi and Hims & Hers. Verification is the thin spot: Rangle has 0 Clutch reviews and discloses no hourly rate or project minimum, while its site says over 40 people against Clutch's 50 to 249 band.

rateNot published minimumNot published team50–249 founded2013 hqToronto, ON, Canada clutchNo reviews yet
Pass on them ifYou need certainty on bench and price; Rangle's site says over 40 people against Clutch's 50 to 249, with no published rate or minimum.
Ask them"For the Nike assistant built in 3 weeks, what was cut from scope to hit that timeline?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profileAgency about page

Arounda

Shortlist it for: ai feature design at the lowest verified rates on this page.

Arounda carries the heaviest review record on this page, a 5.0 Clutch rating across 87 reviews, at the lowest rates, $25 to $49 an hour. The firm, founded in 2016 and working from Odesa and Tallinn with a Clutch team band of 10 to 49, designed MOJO-CX by TMAC, a contact-center platform with AI-powered coaching and prompts. Its MYSO Finance case page claims the client raised $2.4 million and reached an 85 percent user satisfaction rate after the redesign; treat those outcome figures as self-reported. The sell is deliberately accessible: a free UX/UI audit, a 3-day trial, and a pricing page listing projects from $6,000, though Clutch records a $25,000+ minimum.

rate$25–49/hr minimum$25,000+ team10–49 founded2016 hqTallinn, Estonia clutch5.0 · 87 reviews
Pass on them ifYou need clear published pricing; Arounda's Clutch minimum reads $25,000+ while its own pricing page starts projects at $6,000.
Ask them"Does your $25,000+ Clutch minimum or your from-$6,000 pricing page apply to an AI feature design scope?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteClutch profilePricing sourceMOJO-CX by TMAC case study

Big Medium

Shortlist it for: executive-level ai strategy before a big build.

Big Medium sells thinking as much as screens: interface and experience design, design systems, an AI practice branded Sentient Design, and workshops and executive sessions for leadership teams. Verified clients include United Airlines, Nasdaq, Target and Marriott, and the site claims its client list covers 10 percent of the Fortune 100. For Samsung the studio prototyped a natural-gesture language for smartwatches, and for Propeller Health it designed the UX flow, data visualization and interface for apps of a Bluetooth-connected asthma inhaler. Expect to scope everything on the call: Big Medium has no Clutch profile, publishes no location or team size, and lists no rates or minimums anywhere we could verify.

rateNot published minimumNot published teamNot published foundedNot published hqNot published clutchNo Clutch profile
Pass on them ifYou need a team at scale; Big Medium is a principal-led boutique whose sole listed contact is Josh Clark, with no team size published.
Ask them"Who besides Josh Clark would staff our engagement, and in what roles?"
Profile facts checked 2026-10-23; newer source checks are dated individually: Agency websiteAgency about pageSamsung case study

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05

Before you book calls

What UX patterns do AI products need?

AI products need patterns for prompt input, for showing what the system did and why, and for recovering when the output is wrong. The craft lives in input scaffolding, visible system state and designed correction paths, because users cannot predict a non-deterministic feature the way they predict a button.

Start with input. Pure chat boxes stall users who do not know what to ask, so look for structured scaffolding around the prompt. Arounda's MOJO-CX work for TMAC, a contact-center platform with AI-powered coaching and prompts, shows guidance layered into a working tool, and Big Medium's Samsung prototype of a natural-gesture language for smartwatches shows input design beyond text entirely.

Then design for the system acting on its own. Agent interfaces like Penny, the Priceline travel assistant Fantasy designed, need patterns a form never needed: progress on multi-step tasks, checkpoints before the agent commits, and a trail of what it did. At platform scale this hardens into a system; Fantasy's ELIZA for BNY is a design system built AI-native rather than retrofitted.

Finally, plan the failure states. A non-deterministic feature will sometimes return a wrong or partial answer, so regeneration, correction and escalation to a human all need designed states. Data-heavy AI views add the density problems covered on our dashboard UX agencies shortlist, where Big Medium also appears for its connected-device data work.

How do you evaluate an agency's AI design work?

Evaluate AI design work by whether the shipped product is named, whether the agency can explain model constraints, and whether outcome numbers have a source. Concept shots of chat bubbles are easy to produce; a live assistant with a client's name on it is not.

Check the names first. Penny and ELIZA are live products a buyer can look up; a portfolio of unnamed chat concepts proves little about shipped AI. Metalab's listed case studies are not AI products, but Midjourney sits on its verified client list, itself a checkable signal.

Then weigh the numbers and who reported them. Rangle.io says its Nike shopping assistant went live in 3 weeks with 6,300-plus SKUs auto-tagged in a day; Arounda's own case page says MYSO Finance raised $2.4 million and hit 85 percent engagement. Neither carries client-side verification, so treat both as claims to probe on the call rather than settled facts.

Finally, look at third-party review depth, because AI work attracts bold marketing. On this page Arounda logs 87 Clutch reviews at 5.0 and ustwo logs 2 at 4.5, while Fantasy, Metalab and Rangle.io have none yet. A missing review record does not disqualify a firm; it moves the burden of proof onto references you call yourself.

Fantasy vs Metalab: which to pick?

Pick Fantasy when the AI interaction itself is the product, such as an agentic assistant; pick Metalab for consumer-grade polish on a funded product. Neither publishes an hourly rate or has current Clutch reviews, so the choice turns on casework fit and budget: Metalab's Clutch minimum starts at $100,000.

Fantasy is the agentic case. Founded in 1999 and running 50 to 249 people from New York per Clutch, it designed Penny, Priceline's agentic AI travel assistant, and ELIZA, the AI-native design system behind BNY's AI platform, and it replatformed LIV Golf using full-stack AI from design through deployment. It also sells AI development and consulting, so design and build capacity can come from 1 contract. Per Clutch, half its clients are companies above $1 billion in revenue, and it publishes neither rates nor minimums.

Metalab is the consumer-polish case. The Vancouver studio, founded in 2006 and owned by holding company Tiny, counts Midjourney, Slack, Uber and Headspace among verified clients. Its Amazon Photos work shipped on day 1 to 54 million Prime subscribers per the case study, and Waking Up, which Metalab designed, built and launched, cites nearly 40,000 5-star App Store reviews. Clutch lists a $100,000+ project minimum and a 50 to 249 team band.

Choose Fantasy when the engagement centers on an agent or an AI-native design system and procurement can live with undisclosed pricing. Choose Metalab when an AI product needs consumer-grade craft from strategy through frontend engineering and the budget clears 6 figures. Teams under those budgets should look at the lowest-minimum firm on this page, Arounda at $25,000.

What AI product UX work costs and how long it takes

3 of the 6 firms on this page publish a Clutch project minimum: $25,000 at Arounda, $50,000 at ustwo and $100,000+ at Metalab, a median of $50,000 against the $25,000 median across all 33 publishing firms in the UX Shortlist Pricing Index. 2 publish hourly bands, Arounda at $25 to $49 and ustwo at $150 to $199. Fantasy, Rangle.io and Big Medium publish neither rates nor minimums. Arounda's own pricing page starts projects at $6,000, below its Clutch minimum. For timelines, the only fixed figures come from Rangle.io case studies: an AI shopping assistant for Nike in 3 weeks, a Kenvue design system in 3 months, and Sanofi's Elements Design System over 10 months.

06

Questions buyers ask

What does an AI product design engagement cost?
Among firms on this page that publish pricing, Clutch minimums run from $25,000 at Arounda and FuseLab Creative to $100,000+ at Metalab; ustwo is $50,000. FuseLab's hourly band is $100 to $149, between Arounda's $25 to $49 and ustwo's $150 to $199. 3 firms, Fantasy, Rangle.io and Big Medium, publish no pricing at all. For smaller scopes, Arounda's own pricing page starts projects at $6,000, though its Clutch minimum reads $25,000+. Price a first phase as a fixed scope before committing to the whole build.
How do agencies prototype non-deterministic AI behavior?
None of the agencies on this page publishes a formal method for prototyping non-deterministic behavior, so treat the question as a first-call filter. The casework still gives signals. Rangle.io built Nike's AI shopping assistant in 3 weeks, which implies prototyping against the live model rather than static mockups. Big Medium's Samsung engagement, prototyping a natural-gesture language for smartwatches, shows a boutique comfortable with inputs that have no fixed script. Ask each firm to show the artifact they test with before the model's behavior is final.
Should we hire an AI-specialist agency or add AI scope to a general engagement?
Hire a specialist when the AI interaction is the product; add AI scope to a general engagement when AI is part of a larger product. Fantasy comes closest to a specialist here: it markets itself as AI-native and its Penny agent for Priceline and ELIZA design system for BNY are both AI products. FuseLab Creative, Metalab and ustwo represent broader product studios with AI work in a wider design practice; Metalab and ustwo also list AI-relevant clients such as Midjourney and Google DeepMind. Rangle.io sits between, selling agentic engineering as a feature-level service. Interaction novelty favors the specialist; product breadth favors the generalist.
What makes chat and agent interfaces hard to design?
Chat gives users a blank box with no affordances, and agents act over time without constant supervision, so both lose the predictability that standard UI patterns rely on. Fantasy's Penny case illustrates the interface side: the studio designed visible listening, thinking and generating states and recovery options for Priceline's assistant. For BNY, Fantasy delivered a coded design system for the internal AI platform, a reminder that agent experiences need shared patterns across more than 1 screen.
How do agencies design for trust in AI interfaces?
Approaches vary and no firm in our research publishes a formal trust framework, so ask each candidate for shipped examples. The signals on this page: ustwo keeps behavioural science on its service list and frames its RVO Health engagement as human-centric AI applied to health coaching, a domain where misplaced trust has consequences. Big Medium sells executive sessions and a practice branded Sentient Design, aimed at setting AI direction before screens get drawn. Fantasy's Penny case shows how visible listening, thinking and generating states can make an assistant's activity legible; ask how it signals uncertainty and offers a recovery path when it cannot complete a request.
Do AI design agencies also build the model integration?
Some do. FuseLab Creative includes AI feature integration in its MVP development offer, alongside research, product design and engineering. Fantasy sells AI development and consulting alongside UX/UI design, while Rangle.io sells agentic product engineering and built Nike's shopping assistant, including 6,300-plus SKUs auto-tagged in a day. Metalab and ustwo list engineering or full-stack build among their services. Arounda and Big Medium are design-led, so model integration stays with your engineers or a separate vendor. Ask every candidate where its delivery stopped on the last AI project: at handoff files or at production code.
07

Related shortlists

/dashboard DashboardsFor data-heavy products /saas SaaSFor product-led SaaS teams /startup StartupsFor MVP to Series A budgets /cost What UX design costsRates, minimums and the Pricing Index
08

What changed

  • Added Fantasy's direct Priceline Penny and BNY ELIZA case sources and clarified its design role on the agent experience.
  • Aligned the AI cost, specialist-fit and integration FAQs with FuseLab's published rates and AI development services.
  • Page published with 6 agencies; facts checked 23 October 2026.