Product Experience Design in the Age of AI

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Summary

When technology ships at lightning speed and startups rush to outrun the ticking clock of VC funding, there’s one constant that quietly shapes success: the user experience. Not just the UI or usability, but the entire product experience, from the first impression to long-term engagement.

Gone are the days when a solid feature set was enough. Users now come to your product with expectations, assumptions, and emotional benchmarks. Today, experience design is becoming the true differentiator.

Key Takeaways

  • The full product experience is what sets successful products apart. It’s about designing for trust and emotional connection.
  • To stay relevant, AI should be a core part of your product’s logic and experience.
  • Users arrive with preconceived expectations shaped by past experiences and emotional benchmarks. These perceptions influence how they judge your product.
A speaker presents on stage at the AI Infra Summit, standing in front of a large screen with a green slide titled “Pre Open AI Era.” The slide highlights three key points: “Big Teams,” “GTM Took Months,” and “BigTech Was Slow.” The setting includes modern lounge furniture—two green sofas, wooden side tables, and a low coffee table with a water bottle and potted plant. The presenter wears a light jacket, black pants, and sneakers, gesturing with one hand. The screen also features the Lazarev agency branding and website: https://www.lazarev.agency/.

What Users Expect from Your Brand?

Expectations shape everything we do. Each morning, we wake up with an idea of what the day will look like — what we expect from our experiences, from the connections we make, and from the people around us. We carry expectations about ourselves, and about what others expect from us, whether it’s family, friends, or colleagues.

Our lives are built on these expectations. They influence the decisions we make and guide how we navigate each day. Understanding the role of expectations can help us become more aware of how they shape our mindset and actions.

We approach every product with pre-set expectations, shaped by what we’ve seen, heard, or used before. These expectations are deeply rooted in us, and they shape how we perceive value. It’s about what we believe we will gain or experience by using something.

We want to emphasize this clearly: users come to your products with preconceived perceptions and expectations. These shape their entire experience before they even start using your product.

How the Market Thinks Now

There was a time, let’s call it the OpenAI era, when launching a startup meant having a team of six developers, securing VC funding, and committing to six months or more of intense work. Going to market took months, sometimes even years.

You were constantly iterating, running in circles, and moving slowly. Meanwhile, big tech was sluggish, and startups played a simple game: build something and try to sell it to the old guard, those established companies that seemed stuck, just spending their salaries without much innovation.

The world has shifted. Before, users expected you to have one aha moment per product, meaning they came with a clear problem, used your product, thought, “Okay, this solves my issue,” and were ready to pay. That “aha” moment, when users recognize the value of your product, was the bare minimum everyone focused on. We define this “aha” moment as value divided by cost, because if the price is too high, it simply doesn’t make sense.

Today, things are different. Take vibe coding tools, for example, V0, where people with no experience can start building products quickly. You can create a front-end prototype in no time, and tools like Cursor can act like having 10 developers on your team. Product creation has become much easier and faster, allowing for quicker iterations and a faster time to market.

What’s the trade-off? It’s now harder for users to trust your product. Easier access means more noise in the market. As a result, users are more skeptical, and you need more than just functionality to earn their confidence.

Product Experience Design Is the Future

What does the future look like? We call it product experience design. This design approach consists of three key layers: the AI technology, the consumer’s pain points, and by the default settings. Let us explain what that means.

1. AI as the Core

Your team must deeply understand and integrate AI, not as an afterthought but as a foundation. AI needs to be embedded into the core of your decision-making, your product logic, and your experience delivery.

2. Mapping All Pain Points

Previously, we zoomed in on solving one core pain point. But that’s no longer enough. Today’s product experience must anticipate all the pain points a user may face throughout their journey, not just the one that brings them through the door.

3. By the Default Settings

In the near future, personalization won’t be a nice-to-have. It will be default. With access to massive amounts of user data, your product will be expected to:

  • Adjust itself to the user in real time
  • Communicate through intelligent AI agents
  • Share data across apps to provide a seamless experience

Updated Product Framework: Data + Needs + UI

The future of products is a data layer that will be pre-customized for each user. We call these elements the “Data + Needs + UI.” Building great products isn’t just about the tech stack, the user interface, UX, or branding alone. It’s about the intersection of these elements — creating the new, future experience users are looking for. It’s the full journey the user goes through, from the first click to the last interaction. Powered by AI, informed by data, and shaped around real human behaviour.

We believe when product experience design is treated as essential, products stop blending in and start standing out. That’s the difference between noise and value, between being used once and being remembered.

Final Thoughts: Product Experience Is What Sets You Apart

As AI enters every space we work and live in, users expect more. With the marketplace becoming increasingly crowded, being generic is no longer enough. You need to stand out and be truly exceptional. That’s exactly what product experience is all about.

If you’re interested in building products your customers truly want to use and trust, we’d love to collaborate. We’ve been working with AI since 2017, long before it became a trend. Our in-house expertise with GPT-based models and AI integrations is a major competitive advantage. We use AI to power dashboards, create personalized experiences, automate functionality, and generate insights. Every product we design reflects data-driven thinking.

Contact us or explore our latest case studies to see how we turn bold ideas into powerful, user-centered experiences.

This article is a summary of Kyrylo Lazariev’s speech at the AI INFRA Summit. Check out the full video here.

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FAQ

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What is product experience design?

Product experience design is a holistic approach to designing how users interact with a digital product across the entire user journey. It goes beyond user interface design or UX design alone. It integrates user needs, business outcomes, and emotional expectations into one seamless experience. Product designers focus on making every touchpoint intuitive, engaging, and valuable.

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How is product experience design different from UX design?

UX design focuses specifically on the usability and functionality of a product. Product experience design, on the other hand, includes UX but extends to the emotional, behavioral, and contextual elements of the experience. It considers customer satisfaction, brand perception, and the complete customer journey, not just user interfaces or navigation patterns.

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Why is product experience design important in the age of AI?

As digital experiences become more complex and AI-driven, users expect products to personalize and adapt in real time. Product teams must now design for trust, emotional connection, and intelligent assistance. In this context, product experience design is the key differentiator that drives user satisfaction and long-term engagement.

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What role do UX designers and product designers typically play in experience design?

UX designers and user experience designers handle the design process, focusing on usability testing, user flows, and intuitive user interface design. Meanwhile, product designers integrate business goals, visual design, and prototyping tools into the broader experience. The product designer’s role also often includes user research, design thinking, and coordination with project management and product management teams.

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How does user research impact product experience design?

User research — both qualitative and quantitative research — helps design teams collect data on user behavior, pain points, and motivations. Techniques like user interviews, usability testing, and competitor analysis give a deeper understanding of the user’s problems, which is essential for creating products that resonate and improve user satisfaction.

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What is the design thinking process and how does it apply?

The design thinking process is a user-centered method for problem solving that involves empathy, ideation, prototyping tools, and iterative user testing. In product experience design, it ensures that user needs are prioritized, and that each design idea is validated before the final product is built.

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Which tools do product designers use for product experience design?

Product designers rely on prototyping tools like Figma or Sketch  to design and test interfaces. They also use user research platforms, user feedback systems, and project management tools like Jira or Asana to collaborate with other stakeholders and track the design process.

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How does user feedback shape the product experience?

User feedback is essential for continuous improvement. It helps design teams identify gaps in the user experience, refine user interfaces, and optimize flows based on real-world use. Feedback from user testing and analytics also supports data-driven decisions throughout the product development lifecycle.

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What are some key differences between graphic design and product experience design?

While graphic design focuses on visual design elements like color, typography, and branding, product experience design addresses the full scope of how users interact with a product. This includes interaction design, information architecture, usability, and emotional engagement.

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Who is responsible for the final product experience?

While product designers, UX designers, and interaction designers take the lead, the responsibility is shared across design teams, product managers, user researchers, and even UI designers. Collaboration across disciplines ensures a unified, impactful digital product experience.

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What industries benefit most from product experience design?

Virtually every industry — from mobile apps and e-commerce to fintech and edtech — can benefit. Any digital product that aims to engage users, solve real problems, and build trust must prioritize user experience design and product experience design.

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