The AI, Design, & Product Podcast is your front-row seat to how AI is reshaping the way we build products. Each episode dives into the real shifts happening across UX, product, and startups — from why the prompt box is already a broken interface, to how AI-native workflows are replacing traditional design toolchains, to what the next generation of hybrid designer/PM/engineer roles actually looks like. Mark sits down with sharp voices like Dan Saffer, Barry O'Reilly (Nobody Studios), Mindaugas Petrutis (Lovable), and Akshay Kore to cut through the hype and surface the playbooks, mindsets, and strategic shifts product people need to thrive in an AI-powered world. If you're a designer, researcher, PM, or founder trying to figure out what to build, what to unlearn, and where the real opportunities are over the next 3–5 years — this is the conversation you'll want in your feed.
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#14 The Interface Is Dissolving: Luke Wroblewski on Agents, AI Workflows and What Comes After the Prompt Box
Mark is joined by Luke Wroblewski, product leader, author and one of the clearest voices in interface design.
This conversation explores where interface design is heading as AI systems become more agentic, more capable, and more embedded in everyday workflows. Luke shares why he has long believed the goal is not better screens or cleaner layouts, but making the interface fade into the background so people can focus on what they are actually trying to achieve.
Luke explains how this shift is already happening. The prompt box may still be there, but the number of human inputs is starting to shrink as agents gather context, coordinate work, and pass information between systems. That changes the role of the person from direct operator to higher-level orchestrator, and it changes what good product design now needs to solve.
Mark and Luke also dig into the challenges this creates for UX and product teams. They discuss capability awareness, context awareness, and the overload of reasoning traces and system output that current AI products still push onto people. They also explore why designers need to get much closer to production, why static handoff culture is breaking down, and why this may be a golden age for people who genuinely love building products.
Fun Point: Mark recorded this conversation at 4 am!
What’s discussed in this episode:
00:00 - Introduction & The Future of Interfaces
02:30 - Dissolving the UI & Humanizing Technology
05:00 - The Shift to Agentic Workflows
09:12 - Object-Oriented Design vs. Pixel Manipulation
11:13 - Evolving Inputs: Less Typing, Voice, and Foot Pedals
13:54 - UI Trust & The "Pets vs. Cattle" Analogy
18:45 - The Three Core Challenges of Prompt Interfaces
23:20 - Context Awareness & Real-Time Sources of Truth
31:00 - The Evolving Role of Designers
36:40 - The Golden Age & Rapid-Fire Questions
Luke Wroblewski - https://www.lukew.com/ Luke Wroblewski is a product leader, author and long time voice in interface design. His work has consistently focused on making technology feel more human and reducing the friction between what people want to do and the systems they use to do it.
In this episode of the UX Institute Podcast, Mark Swain speaks with Dan Saffer, designer, educator and a sharp voice on where AI product design is heading and where it is still falling short.
This conversation looks at the reality of using AI day to day, beyond the hype. Dan explains why so many AI products still feel like hard work, why the prompt box has become a lazy default interface, and how too much cognitive load is still being pushed back onto users. Rather than making products easier, many tools are still asking people to figure out the system for themselves.
Dan also shares how AI has become part of his own workflow, from research and writing support to building small tools for himself. But the conversation keeps returning to the bigger design question: if the models are already powerful, why does the experience of using them still feel clunky, tiring and unfinished?
Mark and Dan also explore what all of this means for designers, researchers and product managers. They unpack the rise of hybrid roles, the pressure on junior designers, the danger of letting AI do the thinking, and why understanding users, workflows and context may become even more valuable in the next few years.
In this episode, you’ll learn:
Why AI tools still create confusion for most users, even when the underlying models are impressive
What is broken about the prompt box as the default interface for AI products
Why chat and voice are useful for some tasks, but poor for detailed refinement work
How better AI products may combine invisible automation, graphical controls and conversational input
Why AI is increasing the intensity of work instead of simply making people more efficient
What design teams risk losing when they hand too much thinking over to AI
Why junior designers are facing new pressure as production tasks start to disappear
How hybrid roles across design, product and engineering are starting to emerge
#12 Not Chasing Unicorns: Venture Studios, ‘Boring’ AI, and the Future of UX – with Barry O’Reilly of Nobody Studios
In this episode of the UX Institute Podcast, I speak with Barry O’Reilly — author of Lean Enterprise and Unlearn, and co-founder of venture studio NobodyStudios — Barry joins us to talk about why he’s not chasing unicorns, and why “boring” AI businesses might be the smartest bet in the next decade.
Barry shares his journey from accidentally falling into programming in Dublin, Ireland to working on products such as Citysearch in the first dot-com wave, ThoughtWorks during the rise of Agile and Continuous Delivery, and finally into building a venture studio aiming to create 100 AI companies in five years. We dig into why most VC funds aren’t returning capital, why enterprise AI sales are a trap for early-stage startups, and how smart founders are using AI to build lean teams that still ship meaningful products.
We also get into why current AI UX has a long journey to go, how design will become the key differentiator on top of LLMs, and what product and UX teams might actually look like in 3–5 years.
In this episode, you’ll learn:
How Barry went from engineering student in Dublin to author, advisor, and venture studio founder
Why Nobody Studios focuses on health, wellness, e-commerce, and EdTech for AI opportunities
Why “boring” but proven business models are often better than hype-driven AI ideas
How tools like Lovable and similar “one-person billion-dollar company” platforms are great for prototyping but dangerous for production
The studio’s strategy of building companies cheaply and selling early, instead of chasing unicorns
Red flags in AI startups: vanity metrics, no learning loops, brittle tech stacks, and vague “proprietary data”
Why early-stage founders should avoid long enterprise sales cycles and niche down to a very specific use case
How Barry uses his own AI stack (meeting copilots, scripts, automation) to dramatically increase personal and organisational productivity
Why UX and product design on top of AI will likely be the biggest competitive advantage in the next 5–7 years
#11 Design in the Age of AI: What’s Coming, What Breaks, and What Becomes Possible with Lovable
In this episode, we sit down with Mendigas from the Lovable product team — a non-traditional designer, community builder, and AI super-user who went from recruiting in Dublin to quietly influencing how thousands of creators build products today.
We unpack what the next 3–5 years will actually feel like for designers, UX researchers, PMs, and product builders in an AI-native world. From the death of traditional workflows, to why “playing daily” with AI tools is the best investment in your career, to how companies are rethinking hiring, prototyping, validation, and creativity, this conversation goes well beyond surface-level commentary.
Whether you’re excited, anxious, skeptical, or overwhelmed by the flood of AI tools — this is the grounded, deeply practical, and surprisingly energising conversation the design community needs right now.
In This Episode
Mendigas’ non-traditional path from Dublin recruitment to becoming a community builder at InVision, On Deck, Koho — and now Lovable.
How he used AI coding tools to turn a Sunday idea into a Thursday paying customer.
Why AI-native workflows will replace 70% of today’s design toolchain.
The decline of Figma for many real workflows — and why it’s become a “graveyard of pain.”
Why non-technical creators will be the next wave of builders.
What AI is actually good at today (and what it’s terrible at).
The new shape of product roles: designers who think like PMs and build like engineers.
What designers should slowly adopt, how to learn, and how to avoid the anxiety spiral.
Why play, not pressure, is the single most important learning approach.
How mid-60s taxi drivers and teenage app builders are already entering the AI wave.
What the next UI paradigm might look like — and why design remains the superpower.
The hard questions: Are we building only for ourselves? What happens to jobs? Who pays whom in an automated world?
#10 Why Most Startups Fail & What UX Leaders Need to Fix with Mark Swaine (featured on Better Tech Leadership)
On this special episode, your usual host Mark Swaine, sits down as a guest on the Better Tech Leadership podcast to unpack some of the biggest shifts happening at the intersection of UX, product, and AI.
"Building software today isn’t hard — what’s hard is building the right thing, in the right way, at the right time." – Mark Swaine
Drawing from his years leading UX and product across SaaS, VC, and fintech, Mark offers a front-row view into the critical patterns he sees in early-stage startups — and how many of them are sleepwalking into avoidable mistakes.
This is a candid, insight-packed conversation for anyone working in product, UX, or early-stage tech.
· Learn why most startups have to "rebuild" after launch — and how better UX thinking upfront can save years of technical debt and budget waste. · Understand the real role of UX in venture capital — and how Mark uses his product lens to evaluate whether a startup has what it takes. · Discover why the future of design isn’t in pixels — it’s in prompts, strategy, and systems. Mark shares how AI is shifting the designer’s job from flow builder to strategic director. · Hear what founders get wrong about AI — especially the common trap of confusing automation for true generative value. · Get practical advice on building smarter roadmaps, aligning teams, and avoiding the trap of enterprise sales cycles that strangle growth. · Explore what Ireland’s startup ecosystem needs next — and the urgent opportunities we’re missing to stay globally competitive.
Whether you’re a UX leader, founder, or future product director, this episode will change how you think about the road from design to delivery — and the mindset needed to lead through uncertainty.
Unlock the secrets of transforming user research into powerful customer insights with Serena Chan from Dovetail.
"There's no better feeling than after you've shared out a research report and then, months later, a stakeholder comes back and references it and says, 'Oh, remember that cool research you did? Wow, this is really relevant now." – Serena Chan
The San Francisco-based research advocate has witnessed and shaped the evolution of Dovetail from its early days as a diary studies tool to an AI-enhanced hub for understanding and actioning customer experiences. Serena shares her passion for synthesizing scattered data and involving key decision-makers to catalyze impactful organizational change.
Stay ahead of the curve as we navigate the intricate relationship between artificial intelligence and user experience. Serena invites us to approach the future with both curiosity and humility, discussing how Dovetail's AI features simplify the journey from data collection to insight discovery.
· Discover how Dovetail's transition from a diary studies tool to an AI-enhanced platform is revolutionizing the way UX designers approach qualitative analysis and extract thematic insights from user interviews.
· Learn from Serena's expertise on how to involve various team members, including non-researchers, in the UX research process to foster a customer-centric culture within organizations.
· Hear how AI is being used to simplify the journey from data collection to insight generation, ensuring that customer experiences are thoroughly understood and enhanced.
· The tangible impact of user research on driving organizational change, with practical examples like creating highlight reels that bring customer voices directly to decision-makers.
· Understanding the importance of humility and curiosity in the face of constant technological and customer need changes, and how to turn these insights into actionable opportunities.
#8 The Evolution of Design in the Age of AI with author Akshay Kore
The Evolution of Design in the Age of AI with Akshay Kore
In the latest episode of our podcast, we delve into the evolving landscape of design where artificial intelligence (AI) intersects with UX. Our distinguished guest, Akshay Kore, who has previously worked for Microsoft and is now Design Lead at Suki AI, shares his wisdom and insights drawn from his recent book, "Designing Human-Centric AI Experiences: Applied UX Design for Artificial Intelligence."
Kore's narrative underscores the crucial balance between leveraging cutting-edge AI technologies and maintaining a steadfast commitment to human-centric design principles. The episode promises to enlighten designers, product managers, and founders alike, providing them with strategies to avoid tech-first pitfalls and instead, utilize AI to enrich digital interactions meaningfully.
As generative AI reshapes the designer's toolkit, we examine the profound shift towards guiding these intelligent tools with precision and creativity. The commoditization of design systems is on the horizon, and with it comes a new role for designers—as directors who infuse AI with empathy and craft meaningful experiences. This episode peers into the future, spotlighting how empathy and deep user testing skills will continue to play a crucial role in an industry at the cusp of transformation.
"AI will be inevitable and important, and because it is going to be inevitable, it needs to be designed well, it needs to be built for people, and it also needs to be ethical and trustworthy for us to be able to use it well." – Akshay Kore
Key Learnings from the Episode:
· Discover how designers can align AI with human-centric design principles to create impactful user experiences.
· Learn why the commoditization of design systems is transforming designers into directors of AI rather than mere creators.
#7 AI & UX - A conversation on how AI is enhancing Product User Experiences, with AI & UX (Why AI needs UX) author Gavin Lew
AI & UX (Why AI needs UX): A Conversation with Gavin Lew
Have you ever wondered how artificial intelligence is transforming the world of user experience and product design? This episode engages in an insightful discourse with our distinguished guest, Gavin Lew, co-author of AI and UX: Why Artificial Intelligence Needs User Experience. We navigate the world of AI, debunking its intimidation and revealing how it can be harnessed to enhance workflows and drive remarkable user experiences. We underscore the importance of UX researchers embracing the world of AI for improved products and services.
Envision an era of invisible technology where AI reduces steps needed to execute a task and design elements create a more personalized user experience. This future is not far off, and the role of UX researchers is crucial. Leveraging AI and staying informed about its advancements is essential for an efficient and streamlined workflow. Join us in this fascinating journey of understanding how AI is reshaping UX and product design.
“How do you make your product successful? It does things that no one else does. How do you, as a company, differentiate your products? And if you think you can leave it up to a couple of good prompts and a couple of companies, that's fine, because I bet you anything, the intention is to be just like everybody else, to get in the game and not be the player in the game, and that's differentiation versus third place and below”- Gavin Lew
Key learnings and topics in this episode:
AI's role in enhancing UX and product design workflows and user engagement.
Refining data sets for better AI pattern recognition.
Generative AI's use in dashboards and onboarding screens.
The need for designers to trust and use AI effectively in their work.
And much more... UX institute: Mark Swaine on Twitter: This podcast is produced in partnership with
#6 UX Thought Leadership with Mark Swaine - UX for Startups, SaaS UX, Deeper Personalised Experiences, Innovation Culture, and UX Trends
The Enigma of UX: Mark Swaine's Insight into Tech Transformation
In this special episode, the tables are turned, and your host becomes the guest. Mark was recently featured on Dublin Tech Talkswith Gavin Fox.
Mark takes us on a thrilling journey from his early days in web design to consulting on interactive experiences for some of the biggest brands in the world. You'll be privy to an insider look at the shift from native apps to SaaS products and why being customer-obsessed is so crucial. Mark’s international experiences and his work with startups on their SaaS platforms reveal the profound impact of UX and design on successful experiences and scalability.
Ever wondered how startups outmaneuver traditional businesses, or why banks are struggling to innovate? In our stimulating discussion on Legacy vs. Startup, Mark and Gavin dissect the capabilities of each, shedding light on the restrictions and opportunities on both sides of the spectrum. We delve into the challenges faced by banks due to bureaucracy and legacy systems and reveal the advantages of agile startups.
One key takeaway from this talk is the importance of understanding user behavior and workflow for crafting the best experience. Tune in and become part of the conversation, as we uncover the transformative potential of UX for businesses big and small.
"UX is one of the key differentiators now and I've seen this with some startups over the years where they are losing deals, sometimes big, to some clients who are not agreeing to go forward in adopting the platform because they get direct feedback that your usability and your user experience is s*** compared to the competitors." - Mark Swain, Founder of UXI
Key learnings and topics in this episode:
The evolution of UX and product design
#5 FlashBack - A rare and special conversation with Eric Jordan, 2Advanced Studios, covering the 2Advanced era, Erics career, web design, flash, and UX
Eric Jordan, the founder of 2Advanced Studios, takes listeners on a very special journey through the early days of Flash website design and how it influenced his approach to designing world-renowned immersive web experiences that created hysteria during the early-mid 2000s. Eric reflects on the rise of 2Advanced and the impact of the projects the studio produced had on designers worldwide.
Eric discusses the state of creativity today in developing immersive interactive experiences coupled with UX design, noting a lack of magic and rawness sometimes in experiences due to overly boxed-in processes and design templatization.
“I wanted websites to feel like an experience. I didn't want it to feel like a corporate website. That's not interesting to me. I want it to be emotional. I want it to be like a film we can kind of talk about. When I built the 2Advanced websites, I was kind of in this elevated state of consciousness at the time, just in terms of the music I was listening to and what I was going through spiritually.”
However, he expresses excitement about new tools and technologies that are emerging to break this trend and shares his passion for collaborating on projects that are trying to change the world in big ways.
This podcast is a must-listen for anyone interested in the history and future of website and UX design.
Key learnings and topics in this episode:
Learn about the rise of 2Advanced Studios in the 2000s, the impact of studio projects, and the depth of creativity and design
Remember Flash? Learn how Eric used Flash, animation, and music to create truly immersive user experiences.
How and when Flash changed Eric Jordan’s life
Learn about Eric’s unique journey. From his early designs to his futuristic motion graphics consultancy.
Eric’s approach to UX design, and how he has pushed the envelope to create groundbreaking experiences.
Why the biggest opportunity in AI may now be better product design, not better models
Dan Saffer
Dan Saffer is a designer, educator and thought leader focused on emerging product design patterns, AI interfaces and the future of design practice. His work explores how new technologies reshape workflows, expectations and the role of designers inside product teams.
How roles for designers and product managers may shift away from pushing pixels in Figma toward higher-level problem solving and LLM-powered workflows
Barry O’Reilly
Author of Lean Enterprise and Unlearn, entrepreneur, advisor, and co-founder at Nobody Studios, a venture studio on a mission to build 100 companies in 5 years.
UX researchers wanting to evolve beyond documentation. Product designers feeling the pressure of an AI future.
PMs exploring faster, AI-driven validation and prototyping loops.
Founders wanting to ship faster with fewer technical bottlenecks.
Designers craving clarity, direction, and grounded advice — not hype.
Why This Episode Matters
AI is no longer theoretical. Designers are already being hired specifically because they know how to build with AI. Non-technical creators are shipping production apps in hours. And legacy workflows are evaporating faster than most teams realise.
This conversation reframes the fear, cuts through the hype, and gives you the playbook, mindset, and realism needed to thrive — not just survive — in the next era of product creation.
Helping more people build things - now go make something lovable → http://lovable.dev
Working in a small team of serial founders, physicists, and ioi gold medalists who all care about building a great product and shipping fast, towards letting anyone create and maintain software – using plain English.
Team previously built the world's most popular open source codegen project (50k github stars).
Enjoying the show?
If you learned something from this episode, please:
· Learn How tools like Dovetail can help UX designers create empathy and buy-in from stakeholders by providing a vivid picture of customer pain points and needs through direct feedback.
· Strategies for communicating and embedding UX research insights within your organization, ensuring that the UX voice is integral to product direction and decision-making.
Serena provides fascinating insights into how technology is shaping the way we gather and interpret user feedback, ensuring that user experiences are not only understood but significantly enhanced. By the end of our conversation, you'll walk away with a fresh perspective on the synergy between advanced tools, a shared commitment to customer understanding, and the transformative potential of AI in the UX landscape.
How Eric suffered and overcame work burnout after multiple award-winning projects.
Eric’s advice on creating experiences that are not only functional, but also emotionally compelling, and how to push the boundaries of UX design to create something truly original.
What Eric Jordan is up to now, his involvement in SpaceX, and the future of UX.
