15 AI UX agencies making AI feel simple

Kirill Lazarev

CEO and Founder

December 12, 2025

View profile

AI & digital transformation

min read

Summary

When Spotify set out to fix its confusing recommendation engine, the real breakthrough was in how the interface made that intelligence feel usable. People spent more time exploring and less time frustrated, proving that AI only works if humans can actually work with it.

That’s why picking the right AI UX agency matters. In this article, we’ll break down a real example of AI UX that works. Then, we’ll share a hand-picked list of top AI UX design agencies along with comparison insights to help you find the partner that fits your product best.

Key takeaways

Not all AI UX agencies are equal. Reviewing 50+ portfolios revealed who truly understands data flows and AI-native usability and can build transformative digital experiences.
AI UX succeeds when undue design perplexity disappears. Lazarev.agency’s Rhea redesign shows how hybrid interfaces and adaptive workflows outperform chatbot-style tools.
Different AI products need different strengths. A research engine, a SaaS platform, and a mobile AI companion each demand distinct UX expertise — and the roadmap featured in this article helps you choose the agency built for your scenario.

How AI UX design works in practice: Lazarev.agency’s experience revamping Accern.Rhea

Before we compare the top AI UX agencies, it helps to ground the conversation in what strong AI UX looks like. Otherwise, every portfolio starts to blur together.

Take Accern.Rhea, for example. On the surface, it looked powerful. But once users stepped inside, the pressure to magically know what to type felt overwhelming. The model was strong, but the experience wasn’t.

So Accern came to Lazarev.agency with a mission to make Rhea a real research engine for analysts and ESG teams — a shift that reflects how AI-driven workflows are reshaping the future of web design.

Let’s break down how we did it.

Laptop displaying the Rhea AI research platform with data visualizations and report builder features, illustrating advanced AI UX for financial analysis

Problem

Financial research is never a neat process. Analysts juggle datasets, documents, market feeds, reference materials, and half-formed hypotheses all at once.

Rhea’s original workflow didn’t support that reality. Accern needed an AI system that could:

Parse multi-step financial questions.
Adapt to different analyst roles.
Centralize datasets and analyses in a single research environment.
Produce research-grade outputs.

In short, while the initial model itself was powerful, the experience lagged. The tool needed to evolve from an advanced chatbot to a full-fledged AI research system.

Our approach (described by the AI UX expert who led the work)

Here’s how Anna Demianenko, our Lead AI UX Designer at Lazarev.agency, explains what actually happened behind the scenes.

“We approached Accern.Rhea’s redesign with one non-negotiable rule. If the AI is doing advanced work, the UX should make that invisible.

Here’s how that played out in the actual product:

A multi-purpose input that doesn’t make you overthink. We designed a single interaction field that flexes to whatever the analyst needs: natural-language queries, structured filters, dataset references, and built-in commands.
Adaptive natural language that meets analysts at their level. We built an adaptive and transparent communication layer that allows Rhea to adapt to the user’s intent and level of detail, whether they’re exploring early trends or deep-diving into equity research.
Hybrid GUI + prompt interface. We paired free-form conversation with structured UI elements — filters, sliders, dataset selectors — so analysts could control outputs without memorizing commands.
A report creator supercharging research. We built a full report mode. Users can now save, merge, edit, and export whatever insights they need.
Integrated datasets and file management. Rhea now handles files, datasets, and references like a research operating system. Analysts can attach documents, compare data, and build multi-source narratives.”

Outcome

Accern’s ecosystem, strengthened by the UX we built, supported the company through raising $40M+ and ultimately toward acquisition.

15 best AI UX agencies leading digital transformation

The market is full of AI UX specialists. Everyone says they do it. Few can prove it.

So instead of taking those claims at face value, we reviewed 50+ agencies, examined their portfolios, how they think about AI-driven digital products, and whether their work holds up in real-world product environments powered by the AI revolution.

After weeks of digging and reading more case studies than any human reasonably should, our team narrowed the field to 15 agencies with impactful AI UX portfolios.

If you’re choosing an AI UX partner, this list won’t waste your time.

1. Lazarev.agency

Laptop showcasing the Lazarev.agency homepage, highlighting a UX-first design agency specializing in AI-native digital products

Lazarev.agency is an AI-native digital product design company trusted by fast-growing startups and enterprise innovation units. We take the knotty mechanics of machine learning (ML) systems and agent-based processes and shape them into exceptional user experiences that feel intuitive.

Location: San Francisco Bay Area, CA. Serving clients worldwide.
Minimum project size: $50,000+
Scope of services: AI UX design, AI product strategy, AI conversational design, generative AI, SaaS UX/UI, UX research, Webflow development.
AI UX differentiator: Known for shaping modern AI UX patterns — hybrid prompt/GUI interfaces, in-flow report builders, anticipatory design.
Industry recognition: Over 120+ awards, including 3× Webby Awards Winner, 2× Webby Awards Honoree, 2× Honoree & 5× Red Dot Awards, and CSS Design Awards Nominee.
Best for: Startups (Seed–Series C), enterprise innovation teams building AI-native products.
Clutch rating: 5.0

🔍 Explore our portfolio to find out more.

2. Vention

As a major development firm, Vention pairs robust engineering expertise with smart UX thinking for AI-centric systems. Enterprise clients rely on them for enduring, technically demanding collaborations.

Location: New York, NY.
Minimum project size: $25,000+
Scope of services: Custom software development, AI agents, AI development, IT staff augmentation.
AI UX differentiator: Offers integrated engineering and UX consultancy for AI-heavy builds.
Best for: Scale-ups needing durable technical expertise.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

3. Solar Digital

Solar Digital is a boutique studio with a reputation for crisp user friendly interfaces and a level of dependability clients genuinely appreciate. Lately, the team has been carving out a stronger presence in the AI field, drawing more eyes as their capabilities expand.

Location: Odesa, Ukraine, and London, England.
Minimum project size: $10,000+
Scope of services:
AI UX differentiator: Excel at untangling dense workflows and making complex AI dashboards feel easy to navigate.
Best for: Young startups that value grounded, get-it-done execution.
Clutch rating: 5.0

🔍 Explore the agency’s portfolio.

4. Intermedia IT

Intermedia IT brings UX designers and web developers under one roof to help companies weave automation and ML into the products they already rely on.

Location: Tandil, Argentina.
Minimum project size: $10,000+
Scope of services: AI development, mobile app development, AI agents, custom software development, web design and development.
AI UX differentiator: Adept at slipping AI-assisted workflows into enterprise software systems without disrupting how teams work.
Best for: Companies modernizing internal tools with AI.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

5. Amplework AI

Amplework AI positions itself as a hands-on product and engineering studio specializing in intelligent mobile and web experiences.

Location: Jaipur, India.
Minimum project size: $10,000+
Scope of services: AI agents, generative AI, AI development and consulting, web design.
AI UX differentiator: Good at pairing ML engineering with UX for mobile-first AI features.
Best for: Startups shaping mobile AI companions, assistants, and utility applications.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

6. Spark6

Spark6 has a unique knack for creating captivating digital experiences that make tech feel fun.

Location: Los Angeles, USA.
Minimum project size: $10,000+
Scope of services: UX design, AI agents, AI consulting, mobile app development, e-commerce development.
AI UX differentiator: Strong at refining front-end experiences for AI content and data tools.
Best for: Brands that need visually-premium AI-powered experiences.
Clutch rating: 5.0

🔍 Explore the agency’s website.

7. Sparq

Sparq thrives on designing products that put people first. Their team brings together user research, interaction design, UX strategy, and digital product thinking with remarkable finesse.

Location: Atlanta, GA.
Minimum project size: $50,000+
Scope of services: Custom software development, AI development, enterprise app modernization, and IT strategy consulting.
AI UX differentiator: Deep expertise in translating research insight into innovative solutions for AI-driven tools.
Best for: Companies prioritizing user psychology and smooth AI adoption.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

8. Notch

If you want a dedicated team that knows the ropes of SaaS design, Notch is that team.

Location: Zagreb, Croatia.
Minimum project size: $50,000+
Scope of services: Custom software development, AI development, AI agents, AI consulting.
AI UX differentiator: Strong at systematizing complex design languages for AI-based SaaS.
Best for: SaaS teams aiming to strengthen their product’s information architecture while integrating innovative solutions.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

9. Azumo

Azumo specializes in AI-centric engineering and data integration with strong nearshore teams.

Location: San Francisco, USA.
Minimum project size: $10,000+
Scope of services: AI engineering, mobile app development, and custom software development.
AI UX differentiator: Excellent for integrating NLP/ML into existing products.
Best for: Teams needing engineering-first support with UX included.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

10. Inventive Works

Inventive Works creates software products that prioritize reliability and precision in every step.

Location: Austin, TX.
Minimum project size: $25,000+
Scope of services: AI development, custom software development, AI agents, and mobile app development.
AI UX differentiator: Hands-on experience transforming ambiguous AI concepts into user-friendly features.
Best for: Startups looking for a reliable partner to guide their product from initial concept all the way to prototype.
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

11. Passionate Agency

Passional Agency (aka Passionates) is a digital product design agency with a strong design team and a growing focus on AI-powered enterprise platforms.

Location: London, UK.
Minimum project size: $5,000+
Scope of services: AI agents, digital branding, conversion optimization, graphic design, search engine optimization (SEO), and UX/UI design.
AI UX differentiator: Strong conceptual thinking applied to AI-first brand experiences.
Best for: Companies seeking well-branded, well-structured AI features.
Clutch rating: 5.0

🔍 Explore the agency’s portfolio.

12. Sketch Development

Sketch Development provides product design and engineering with a strong emphasis on front-end craft.

Location: Webster Groves, MO.
Minimum project size: $10,000+
Scope of services: AI development, custom software development, AI consulting, mobile app development, generative AI, and AI agents.
AI UX differentiator: Particularly good at intuitive interfaces for analytical AI agents.
Best for: Teams building AI dashboards, data visualization, and insights tools.
Clutch rating: 5.0

🔍 Explore the agency’s website.

13. Simform

Simform is what happens when heavy engineering firepower meets teams who design with UX thinking.

Location: Orlando, FL.
Minimum project size: $25,000+
Scope of services: AI engineering, cloud consulting, custom software development, e-commerce development.
AI UX differentiator: Hands-on experience with AI transformation initiatives.
Best for: Enterprises undergoing AI-driven modernization.
Clutch rating: 4.8

🔍 Explore the agency’s portfolio.

14. KITRUM

KITRUM delivers end-to-end engineering expertise, with strong proficiency in AI-powered solutions.

Location: Tampa, FL.
Minimum project size: $25,000+
Scope of services: Custom software development, AI development, web and mobile app development.
AI UX differentiator: They know how to turn AI smarts into digital products people actually enjoy using.
Best for: Companies that need staff augmentation and strategic design discipline.
Clutch rating: 5.0

🔍 Explore the agency’s portfolio.

15. DOOR3

DOOR3 is a digital consultancy with strong roots in enterprise UX and AI-backed modernization.

Location: New York, NY.
Minimum project size: $25,000+
Scope of services: UX/UI design, AI engineering, and custom software development.
AI UX differentiator: Strong at rethinking legacy systems and layering AI into mission-critical workflows.
Best for: Enterprises upgrading outdated workflows with AI augmentation
Clutch rating: 4.9

🔍 Explore the agency’s portfolio.

AI UX partner roadmap: how to find your best AI design agency

We’ve just reviewed the individual strengths of each agency. But scrolling through profiles only goes so far. At some point, every product leader asks the real question:

Which of these partners actually fits my product and my business needs?

So before you pick a partner, it helps to zoom out and see the opportunities for cooperation from a higher vantage point.

That’s exactly what the roadmap below does. Use it as your shortcut to find the agency that aligns with what you’re building.

‍

Scenario	Best Partners	Why They Fit
⚙️ You need an AI-native partner for model-heavy products	Lazarev.agency	Deep AI UX specialization, hybrid Prompt+GUI patterns, enterprise innovation focus.
🧱 You’re building a technically heavy AI system and need engineering and strategic UX	Vention Simform	Strong engineering foundations, ideal for ML/NLP/data-heavy products.
🚀 You’re an early-stage startup looking for grounded AI UX execution	Lazarev.agency Solar Digital Amplework AI Inventive Works	Fast delivery, strong at deconstructing complex flows without overengineering.
🧩 Your SaaS product has multi-layered logic	Notch Sparq	System thinkers with mature information architecture.
🎨 You want a premium, visually polished AI experience	Spark6 Passionate Agency	Strong creative direction, visually refined front-end experiences for AI products.
🏢 You need to integrate AI into existing enterprise workflows	Lazarev.agency Intermedia IT DOOR3	Skilled at workflow modernization, low-disruption AI integration, and strong enterprise UX.
📊 You’re building AI dashboards, insights platforms, or data-heavy tools	Lazarev.agency Sketch Development Azumo	Excellent at data visualization and ML/NLP-powered interfaces.
👥 You need long-term team augmentation and predictable capacity	KITRUM Vention	Reliable teams, great for multi-quarter or enterprise-level AI roadmaps.

Choose an AI UX partner who makes your product smarter

The right UX agency with solid AI expertise gives you a product that feels intelligent and anticipatory, even when the logic under the hood is anything but.

That’s where Lazarev.agency stands apart. We’ve spent years crafting AI UX patterns that have become benchmarks across the industry, whether through hybrid prompt-and-interface designs or research-driven workflows that earn user trust.

Take our collaboration with Accern.Rhea. The redesign showed how thoughtful AI UX design can transform a powerful model into a product that sets the standard.

If you’re ready to build an AI-native product or elevate an existing one, reach out. Let’s design the experience your competitors wish they had.

Kyle Casterline

Co-Founder / CTO at Barricade AI

Zach Roy

Royalty Apparel Team

Marlena Stablein

Director of Operations, Blavity

Director at Prytula Foundation

Anastasiia Balakonenko

Lead Designer

Oleksii Skyba

Webflow Development Lead

Isaac Horowitz

Founder at Blockbeat

Danylo Dubrovsky

Senior UX/UI designer

Hanna Hvozdiar

Director at Prytula Foundation

Oleksandr Holovko

UX Designer At Lazarev.

Emily Thorn

CEO at Thorn Associates

Oliver Hajjar

CEO & Co-Founder at ShopSwap

Safwan Al Turk

CEO at Conscious Baboon

Head of Product at WellSet

Matt Hannam

Executive Director at Kin

Head Of Design Department

Aman Kansal

Co-Founder at Encyro Inc

Nicolas Grasset

CEO at Peel Insights, Inc

Jens Mathiasson

CPO & Co-founder at Fieldstream

Josh Allen

CEO & Founder at Tratta

Kenneth Shen

Co-founder at Riptide

Tommy Duek

Founder of Teachchain

Maxence Bouvier

CEO at Mappn

Ibrahim Hasani

Co-Founder & Head of Engineering at Metastaq

Boyd Hobbs

President & Owner, NODO Film Systems

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FAQ

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What makes great AI UX agencies different from general UI/UX firms?

Most UX design agencies focus on interfaces. AI UX agencies focus on how users interact with intelligence. A strong AI design agency blends user research, behavioral science, interaction design, and deep expertise in AI tools to create intuitive flows that translate complex logic into exceptional user experiences. Instead of producing generic UI/UX screens, they architect human-centered design systems, hybrid prompt+GUI patterns, explainability layers, and adaptive workflows that support user needs, user preferences, and evolving user expectations. This makes all the difference when building transformative digital experiences for mobile apps, enterprise platforms, SaaS products, or e-commerce tools.

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How do I know if my product needs an AI-specialized UX agency?

If your digital product uses machine learning, generative AI, or agent-based reasoning or if users struggle to know what to type, what to explore, or how to get value, you need a digital product design agency with AI specialization. A right UX agency helps teams handle technical challenges, refine the user journey, and ensure AI outputs match real user needs. Companies often come to us when UI/UX alone isn’t enough, and they need a dedicated team with AI-native UX strategy, robust design systems, and transformative digital experiences that increase user engagement, user retention, and user satisfaction.

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How should I evaluate AI UX agencies before choosing a partner?

Look beyond polished visuals. A top UX design agency should demonstrate:

Deep expertise in AI-native workflows.
Strong UX research and usability testing that clarifies user needs and reduces risk.
A design process grounded in product strategy, behavioral insights, and scalable design systems.
Case studies where the agency improved business outcomes, solved technical challenges, and elevated the client’s digital presence.
Transparent communication and a proven track record working with enterprise clients, startups, or organizations like the World Health Organization.

If an agency cannot show how their UX strategy and design services shaped real business growth, move on.

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Why does the Accern.Rhea case example matter when comparing AI UX agencies?

Because it shows how an AI design agency can build transformative digital experiences, even when the underlying AI is complex. Rhea’s initial interface overwhelmed users. Lazarev.agency redesigned it using a user-centric approach, hybrid UI/UX patterns, and a clear design process — the same approach we use for enterprise software, enterprise platforms, and multi-layered digital tools. The new experience increased user engagement, clarified the user journey, and strengthened Accern’s brand identity. This is the benchmark for evaluating any UX company claiming expertise with AI-driven digital experiences.

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Which agency is the best fit for my AI product?

It depends on your business model and business needs:

For model-heavy systems and enterprise clients, Lazarev.agency or Vention offer the technical expertise and scalable design systems required.
For early-stage projects where speed matters, agencies like Solar Digital or Inventive Works deliver tailored solutions fast.
For AI dashboards or data-heavy mobile apps, agencies like Sketch Development or Azumo excel at intuitive interfaces for complex digital products.
For premium design and global branding needs, Spark6 and Passionate Agency elevate your digital presence.

The partner-fit roadmap above helps teams pick the right UX agency for their situation.

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How much should I expect to invest in hiring an AI UX design agency?

Budgets typically range from $10,000 to $50,000+, depending on scope, product strategy, and the sophistication of your AI tools. Complex projects — enterprise software, multi-step user journeys, or ecosystem-level digital transformation — require higher investment. A few clients begin with definition workshops and UX consultancy sprints; others engage a full design team with designers, web developers, product strategists, and project management. When the stakes involve business growth or critical business objectives, partnering with top UX agencies becomes essential.

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Can AI UX agencies work with early-stage or pre-MVP AI products?

Yes. For AI startups, UX design often determines the product’s success. A strong UX design agency helps shape your visual identity, refine core features, validate your business model, and craft a user-friendly interface even before engineering begins. Through UX research, usability testing, and rapid prototyping, an agency ensures the MVP resonates with real user needs. This approach is crucial when you want digital branding and intuitive interfaces that stand out in competitive markets like e-commerce, finance, or enterprise software.

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How fast can an AI UX agency deliver meaningful results?

A structured UX agency can deliver clarity within 3–6 weeks, depending on your product’s complexity. Early outputs typically include user research findings, product strategy articulation, UX flows, interaction design, and initial UI/UX for your digital experiences. Agile processes allow the design team to iterate quickly based on client feedback and usability testing, ensuring you move toward your business objectives without delays. This pace suits startups needing fast validation as well as enterprise clients undergoing digital transformation.

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Do AI UX agencies support conversational interfaces, AI agents, and multi-modal interactions?

Absolutely. The best AI UX agencies specialize in creating interfaces for LLM-powered assistants, agentic workflows, voice interfaces, document-based prompts, and dynamic multimodal inputs. They understand how users interact with AI differently across channels like mobile apps, enterprise platforms, or web design experiences. A strong agency layers prompt-based logic, structured UI controls, intuitive interfaces, and transparent communication to build trust and meet user expectations.

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What is the biggest mistake companies make when hiring a UX company for AI products?

Hiring a generic web design agency or traditional UI/UX shop that treats AI like any other feature. AI UX is fundamentally different — it requires industry knowledge, technical expertise, and UX strategy aligned with how users interact with probabilistic systems. Most failures happen because teams ignore UX research, rely on visuals instead of robust design systems, or overlook the complexities of enterprise platforms and enterprise software. Choosing a partner without AI experience often leads to rework, user frustration, and missed business outcomes.

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