Making AI feel human

We offer AI interface design services, designing intuitive, human-centred interfaces for AI-powered products that users trust, understand, and love to use. From conversational UIs and intelligent dashboards to AI-assisted workflows and generative AI experiences, we bridge the gap between powerful AI and the people who use it.

Design your AI product

One of Ireland's first companies to achieve ISO 42001:2023 certification, the globally recognised AI governance standard.

ISO 27001:2022 certified company, the internationally recognised information security management standard.

The Most Powerful AI Means Nothing If People Cannot Use It

Artificial intelligence is only as valuable as the experience it delivers to the people interacting with it. Poorly designed AI interfaces create confusion, erode trust, and drive users away, regardless of how powerful the underlying technology is.

At Square Root Solutions, we specialise in AI UX design services that make complex intelligence feel simple, intuitive, and trustworthy. Through our AI UI design services, conversational, dashboard, and workflow interfaces alike are built on deep UX expertise combined with a thorough understanding of AI capabilities and limitations, creating interfaces that set the right expectations, build user confidence, and deliver genuinely useful AI experiences.

As one of Ireland's first ISO 42001 certified AI companies, responsible and transparent AI design is at the heart of everything we do.

What we design

From AI interface design for conversational AI to intelligent business dashboards, we create AI experiences that users actually want to use.

Conversational UI design

Designing natural, intuitive conversational interfaces for AI assistants, chatbots, and voice agents that feel human, set the right expectations, and handle edge cases gracefully.

AI dashboard and data visualisation design

Designing intelligent dashboards that surface AI-generated insights in clear, actionable, and visually compelling ways that help users make better decisions faster.

AI-assisted workflow design

Designing business workflows that seamlessly integrate AI assistance, keeping humans in control while reducing friction, automating repetitive tasks, and surfacing intelligent suggestions at the right moments.

Generative AI experience design

IDesigning interfaces for generative AI products including image generation, content creation, and AI writing tools that make powerful generative capabilities accessible and intuitive for every user.

AI onboarding and trust design

Designing onboarding experiences that build user trust in AI systems from the very first interaction, setting clear expectations, explaining AI capabilities, and establishing confidence through transparency.

AI product design and prototyping

End-to-end AI product design from research and concept through to high-fidelity prototypes and design systems, ready for development handoff.

How we approach AI interface design

Great AI interface design is guided by principles that put people first and build trust through transparency.

Transparency and explainability

Human control and oversight

Progressive disclosure

Error handling and graceful failure

Users need to understand what AI is doing and why. We design interfaces that communicate AI reasoning, confidence levels, and limitations clearly, building trust through honesty rather than obscuring intelligence behind a black box.

AI should augment human decision-making, not replace it without consent. We design interfaces that keep humans in control, making it easy to review, override, and correct AI suggestions and actions.

AI interfaces should reveal complexity gradually. We design experiences that start simple, offering deeper intelligence and control to users who want it, without overwhelming those who do not.

AI systems make mistakes. We design interfaces that handle errors, uncertainty, and edge cases gracefully, maintaining user trust even when the AI does not get it right.

AI interface design across every sector

We offer AI interface design and AI product design services for generative and conversational AI, serving established Irish businesses and startups across a wide range of industries.

EdTech

FinTech

HealthTech

E-commerce

B2B & Supply Chain

Government and
Public Sector

GreenTech and
Sustainability

SportsTech

Real Estate

Hardware & IoT

Wellness

Social Impact and
Community

Why established Irish businesses choose Square Root Solutions for AI interface design

Deep AI expertise, human-centred design thinking, and a decade of product design experience.

AI-first design expertise

We are not a traditional design agency that has added AI to our portfolio. We are an AI-first company that has been designing and building intelligent products for over a decade, with AI product design backed by full software delivery experience. This depth means our interface designs account for prompt architecture designed before visual styling begins, so what we design is grounded in how the AI actually behaves.

ISO 42001 certified responsible AI

As one of Ireland's first ISO 42001 certified companies, responsible AI design is not just a principle for us. It is a certified, independently verified practice embedded in everything we design and build, including sensitive data protected at the point of input and AI interfaces prepared for Irish and EU operating requirements.

Research-driven design

Every AI interface we design is grounded in deep user research, usability testing, and behavioural analysis. This shapes practical decisions like AI output controls matched to each user role, response presentation adapted to the output type, and conversation memory made visible and manageable, ensuring our designs are validated by real users before a single line of code is written.

Design to development continuity

Our design and engineering teams work together from day one, ensuring AI corrections captured without restarting the workflow and designs that are not just beautiful but technically feasible, performant, and ready for seamless development handoff. Every engagement delivers 12 development-ready AI interface artefacts, giving your engineering team everything needed to build accurately.

Speak to an expert

Our AI interface design process

A research-driven, iterative approach to AI interface design, from discovery to design system.

We conduct in-depth user research, stakeholder interviews, and competitive analysis to understand your users, their needs, their mental models of AI, and the specific design challenges your product faces.

We work with your engineering team to map the specific AI capabilities, limitations, and behaviours that the interface needs to communicate and accommodate, ensuring design decisions are grounded in technical reality.

We define the information architecture, user flows, and interaction patterns that will form the foundation of your AI interface, validated through early user testing before detailed design begins.

We create polished, pixel-perfect interface designs and interactive prototypes that bring your AI product to life, ready for user testing, stakeholder review, and investor presentations.

We deliver a comprehensive design system including components, patterns, guidelines, and documentation that gives your development team everything they need to build your AI interface accurately and consistently.

Design tools and technologies we use

The most advanced design tools and AI technologies for creating intelligent, human-centred interfaces.

Built at scale, trusted globally

Over a decade of delivering AI and software products for established Irish businesses. Every number represents a real client, a real product, and a real outcome.

10+

Years of
Experience

125M+

Platform
Users Served

350+

Projects
Delivered

150+

Engineers on
Our Team

45+

AI Solutions
Deployed

Interfaces Designed for Human-AI Interaction

Explore how we turn complex AI capabilities into intuitive experiences that help users understand, interact with and get value from intelligent systems.

EdTech

We built a modular Content Intelligence Platform for Druid Learning that transforms large archives into AI-ready data. The platform ingests content from multiple formats, intelligently categorizes and enriches individual assets, and preserves original source content. Role-based interfaces provide control over indexing and taxonomies, while APIs deliver enriched datasets directly into existing client systems.

Read case study

500k+ assets processed

100k+ data points generated

140+ languages supported

HealthTech

We built AI Triage, a voice-enabled clinical intake platform that streamlines patient assessments through AI-powered conversations. The system captures symptoms, asks adaptive follow-up questions, and generates structured summaries for clinicians. A secure admin dashboard provides access to patient histories, session logs, and AI insights, helping improve efficiency and support informed clinical decisions.

Read case study

Reduced administrative burden on staff

40% reduction in patient intake time

Faster, better-informed clinical consultations

HealthTech

We built Hexia Health, an AI-powered healthcare ecosystem that brings symptom analysis, telemedicine, wellness monitoring, e-prescriptions, and lab management into one platform.

Separate apps for patients, doctors, and laboratories streamline care delivery, while AI-powered wellness checks use biomarkers like stress, heart rate, and sleep patterns to support more proactive and preventive healthcare.

Read case study

70% faster access to physicians

5 core services unified into a single ecosystem

3 dedicated interfaces for patient, doctor, lab

View All Projects Contact us

Get in touch

Share a few details about what you're building, and we'll take it from there.

Name

Phone

Tell us a bit about your project or goals

We respond within 24 hours.
Your data stays private and GDPR-compliant.

“Frekkel's AI turned our vision into something real. Our users love the personalisation, the transparency, and the progress they can see and feel.”

Marah Curtin (Founder & CEO, Frekkel)

“They're not just an outsource development company, they became an extension of our team.”

Wendy Oke (CEO, TeachKloud)

“Square Root Solutions understood exactly what we needed for our AI-powered learning platform. The team delivered something our students and educators genuinely rely on.”

Dr Jake Robinson
(Founder & CEO, OnWard Education)

“Square Root Solutions put me at ease from day one, clear communication, a brilliant project manager, and a team that treated our success as their own.”

Cathal D’Arcy (Founder & CEO, Bergo)

“Square Root Solutions brought both technical depth and genuine care to our platform. What they built gives our team real confidence in how it performs.”

Deirdre Lyons (Founder & CEO, Acuru)

“Square Root Solutions built a platform our students actually use every day. Reliable, easy to use, and exactly what we needed.”

Aaron Keane (Founder, Leaving Cert Plus)

Our clients speak

Square Root took the time to understand our vision, built a clear technical roadmap, and communicated brilliantly throughout, our dedicated project manager was outstanding. The team treated Bergo's success as their own, and I couldn't recommend them more highly.

Cathal D'Arcy

Founder, BERGO - Specialist BER Assessment Software

Square Root Solutions delivered a stable, high-performing MVP with strong early user engagement. Following an agile approach throughout, the team was responsive, adaptable, and proactive in resolving issues and incorporating feedback. They excelled at translating complex ideas into intuitive user experiences that users loved from day one.

Anthony Kelly

Founder, Hitch Networking

Square Root Solutions delivered exactly what we needed with professionalism, clear communication, and exceptional responsiveness. Their ability to adapt quickly while maintaining high-quality delivery made the entire process seamless. We look forward to working with them again and recommend them without hesitation.

Louise Jones

CEO, Barrister365

Working with Square Root Solutions was a seamless experience. They successfully delivered our app across two platforms, earning positive feedback for its intuitive design while maintaining a transparent and well-organized development process. Their willingness to adapt to evolving requirements, coupled with deep technical expertise & strong product thinking, made them a trusted technology partner.

Niamh De Búrca

Founder, SproutPlans

Square Root Solutions delivered our custom platform with professionalism, clear communication, and a genuine commitment to our success. They consistently met milestones, responded quickly to feedback, and worked as an extension of our team. Their dedication to building the best possible product helped make our platform launch a success.

Conall Horgan

Founder, Talent Prospecting

Working with Square Root Solutions was a great experience. They delivered a beautifully designed mobile app, communicated openly about timelines, and consistently met key milestones. Their responsiveness, transparency, and commitment to quality made the entire development process smooth and collaborative.

Clare Gleeson

Co-Founder, Fostering Connect

Square Root Solutions went above and beyond to help us achieve our goals. They successfully maintained our web platform, delivered a high-quality mobile app on time and within budget, and remained highly responsive throughout the project. The team consistently kept their promises, met every milestone, and demonstrated a genuine commitment to our success, making them a trusted technology partner.

Deirdre Lyons

Co-Founder, Acuru (formerly Examfly)

Square Root Solutions delivered a high-quality app that exceeded our expectations and created new revenue opportunities for our business. Throughout the project, the team communicated clearly, delivered on time, and remained incredibly flexible as our vision evolved. Their willingness to adapt, refine, and ensure every detail was right made them an outstanding partner to work with.

Karl O Meara

Managing Director, Centric Pensions Limited

Square Root Solutions brought creativity, enthusiasm, and genuine passion to every stage of our project. They delivered intuitive apps that have been warmly received by educators for their ease of use and rich functionality, while also generating growing interest among parents. Their clear communication and collaborative approach kept everyone aligned, making the entire development process smooth and enjoyable.

Avril McMonagle

Founder & Lead Consultant, Meantóir

Square Root Solutions transformed our website into a modern, accessible platform that's easy for non-technical users to manage and seamlessly integrates with third-party systems. Their excellent communication, responsiveness, and commitment to meeting deadlines made the entire process effortless. The improvements have contributed to increased student enrolment and delivered lasting value to our organisation.

Tadhg Farrelly

IT Coordinator, Greenhills Community College

Frequently Asked Questions

AI interface design is the practice of designing user interfaces specifically for AI-powered products and features. It involves understanding how to communicate AI capabilities and limitations clearly, designing interactions that build user trust, and creating experiences that make complex intelligence feel intuitive and accessible.

AI interface design requires additional considerations beyond traditional UX design, including how to communicate AI reasoning and confidence, how to handle AI errors and uncertainty gracefully, how to maintain human control and oversight, and how to design for the inherently probabilistic and sometimes unpredictable nature of AI outputs.

Yes. We design AI interfaces across web, mobile, tablet, and emerging platforms including voice interfaces and conversational AI experiences, ensuring a consistent and intuitive AI experience across every touchpoint.

We design every AI interface to meet WCAG 2.2 accessibility standards and comply with the European Accessibility Act 2025, ensuring your AI product is usable by everyone regardless of ability.

Absolutely. We conduct UX audits of existing AI interfaces, identify usability, trust, and transparency issues, and redesign the experience to better serve your users and business goals.

A focused AI interface design engagement typically takes 6 to 12 weeks from research through to final design system handoff, depending on the complexity of the product and the number of screens and interaction patterns involved.