D4V is a Tokyo-based early stage Venture Capital in partnership with IDEO. Two years ago, D4V invested in healthcare startup Ubie, which develops a service called AI Monshin Ubie. The digital service was created with the goal of reducing the burden on healthcare professionals working long hours, under harsh conditions. AI Monshin Ubie automates a number of patient registration and documentation processes through digital tools, enabling doctors to spend less of their time on manual paperwork, and to dedicate their valuable skills and attention to the patients themselves. Currently, the service is installed in 200 medical institutions in 41 prefectures across Japan.

With AI Monshin Ubie, patients fill out preliminary forms on a tablet, rather than paper, entering information about their health history and current symptoms directly into their digital medical record. As patients fill out the questionnaire, the Ubie AI generates questions in real-time according to patients’ responses, which results in more appropriate and accurate data. The patient’s responses are automatically formatted for the doctor to review prior to and during the consultation. As a result, doctor consultation times and facility operation times are drastically reduced.

With the Coronavirus raising fears of a possible health system breakdown, Ubie has made improvements to anticipate and possibly prevent in-hospital infections. Until recently, Ubie’s services have been primarily used by large hospitals; but in light of the global health crisis, Ubie approached D4V—who partners with IDEO—to help rethink the onboarding experience and quickly facilitate the introduction of AI Monshin Ubie in regional clinics across Japan. D4V and IDEO have been working with Ubie for many years to collaborate in various areas, including UX, rebranding, international research, and more. Therefore, they had a foundation of knowledge from which to build these new features.

Typically, AI Monshin Ubie has been introduced to new hospital clients through direct, in-depth instructional visits from Ubie sales staff. This approach has worked well for rolling out the product to Japan’s 8,000 large hospitals; but for the 100,000 smaller clinics, Ubie needed a more efficient onboarding method to enable staff to get set up smoothly and independently.

During research, D4V and IDEO team members engaged with many different clinic staff members, including full-time doctors, part-time doctors, nurses and receptionists. The researchers found that staff tend to react skeptically to new tools and services, with a common preconception that they will add to their workload. One clinic director’s first impression of AI Monshin Ubie was, “It looks complicated.” But once he actually used the service, he realized that it was very user-friendly.

The team quickly understood that it was important to remove preconceptions by clearly communicating Ubie’s benefits and ease of use. They created a two-minute animation and designed three separate guidebooks. The animation adopted a friendly tone and expressed empathy for doctors, staff members and patients, highlighting how Ubie can bring benefits to each of them. The animation showed how Ubie fits into the existing workflow and explained complex systems in a straightforward and accessible way.

WATCH: A short video clip explains the benefit of their product and service to avoid the users’ concerns in advance.

The guidebook for doctors and directors explains how Ubie’s AI smooths the patient consultation experience and greatly improves the quality of medical care. It also introduces concrete how-tos around set-up, implementation, and ideal workflow. FAQs were also included, addressing concerns about whether or not elderly people would be able to use it.

Ubie business development leader Kenji Yamada says, “D4V and IDEO have a deep understanding not only of design, but of our entire business. They provide inspiration by bringing experience and knowledge that comes from working with other industries and clients outside of healthcare. We appreciate that they can share the knowledge that they’ve obtained with our business.”

Read the Japanese-language version of the Ubie case study here.
When You Feel Unwell, Ask Ubie: Check your symptoms for free
Learn more about Ubie: Global Company Website

In the emergency room, an intervention that’s administered too slowly could cost a patient their life. With COVID-19 fueling a surge in acute respiratory conditions, intubation—a procedure that involves inserting a tube through the mouth or nose and into the airway—is more common than ever. For patients struggling to breathe, the tube can be connected to a ventilator that pumps oxygen to the lungs, keeping them alive.

While a laser-focus on the present is critical for successful patient outcomes, hospitals and physicians often don’t have time to look ahead and anticipate the future of the operating room experience. As technology rapidly improves, there is a ripe opportunity and pressing need to evolve medical equipment to be more innovative and intuitive. Verathon Medical, a global medical device manufacturer, is supporting health care providers at the cutting-edge of care.

Verathon approached IDEO to redesign the existing product system for laryngoscopies and bronchoscopies—procedures that examine parts of the throat through intubation. During these examinations, a tube with a camera embedded in the tip is inserted through the patient’s nose or mouth. The doctor can then see inside the throat on a video monitor, and therefore more easily and quickly intubate and perform the exam.

To create a groundbreaking device, the team observed over a dozen laryngoscopies, bronchoscopies, and intubations. They noticed that many anesthesiologists relied on fixed equipment during the procedures. For example, some had grown accustomed to looking over their shoulder—away from the patient—to view the monitor.

During interviews, physicians and residents expressed difficulties with the current technology, sharing that the small screens aren’t conducive to team viewing or student instruction, and they must often use a separate computer to record patient notes. Others reported frustrating workflows, needing to constantly divert their attention and move their hands between the patient, prep tray, monitor, sterile bin, and disposal bin. These inconveniences and inefficiencies are not only cumbersome, but can increase the risk of infection and fatality.

The team relied on these insights to start designing a next-generation product. Through sketching, storyboarding, and building in real-time alongside doctors and clinic staff, designers quickly teased out additional findings and validated concepts.

This work led to the creation of the GlideScope Core: an all-in-one, portable product system that supports both video laryngoscopies and bronchoscopies. The base of the device—a wheeled cart—has built-in storage units for tools and a disposal bin, offering more mobility and accessibility for medical professionals.

The product’s tagline, “see more, do more,” points to the improvements made to the video system, including a large 10- or 15-inch high-definition touch screen monitor. Displayed images can be enlarged and rotated 180 degrees for improved visualization, team viewing, resident training, and classroom demonstration. To help doctors keep both the patient and monitor in their line of sight, the detachable screen can be secured to an adjustable arm that can be positioned directly over the patient. Additionally, the monitor’s patient annotation feature gives staff access to more of what they need in one device.

The product has been especially valuable for providers and patients during the coronavirus pandemic, when it’s imperative for doctors to keep their distance from patients’ mouths and noses. The GlideScope Core’s movable, detachable, and large, high-definition monitor makes it easier to take this precaution and intubate more quickly. This usefulness is reflected in the 5-fold increase in cart-based device orders for Verathon. While most providers typically order anywhere from 1 to 20 devices for airway procedures, one hospital system requested 600 GlideScope Core systems to meet current intubation demands.

Through modern technology and a focus on human needs, the GlideScope Core supports improved patient outcomes and creates a more seamless operating experience for medical professionals. The product underlines the key but often overlooked fact that often, in order to ensure the healthcare industry is patient-centered, medical device manufacturers and hospitals must also focus on improving the experience of providers.

Healthcare is notoriously difficult to change. Rules and regulations present complex barriers; health practitioners and organizations often have entrenched ways of working; and lives are literally on the line. Despite these significant barriers, the leaders at Newton-Wellesley Hospital (NWH) boldly committed to improving patient care through a new approach.

NWH is a community teaching medical center in Newton, Massachusetts. Because of its proximity to Boston—a city known for world-class healthcare institutions—NWH needed to differentiate itself. The hospital's new president, Dr. Michael R. Jaff, reached out to IDEO for help: "I knew that providing an unparalleled patient experience would set us apart from our competitors." But, Dr. Jaff’s particular approach was unique. He and Dr. Jodi Larson, Chief Quality and Experience Offer (CQXO), saw an opportunity to drive better patient outcomes through cultural and organizational change.

"You cannot learn any more than when you get to listen to your potential patients say why they would never walk into your place." —Dr. Michael R. Jaff

IDEO partnered with NWH for a year of work together, kicked off by defining the vision for NWH and ramping up to in-hospital prototyping and the launch of several new initiatives. A pilot project with the Women's Imaging Center (WIC) focused on solving departmental and employee challenges to provide a better experience for women getting mammograms.

Fueled by this potential, the WIC team redesigned key work processes and created a set of experience principles that inspired new service prototypes. Guided by principles like "Express mutual gratitude" and "Honor every voice," the WIC team tested ways for patients to acknowledge outstanding caregivers and created tools to gather better feedback from patients and adjust quickly. The experience of designing better services inspired the WIC staff to become ambassadors for the power of design thinking across other departments inside NWH and they continue to build on the work through new prototypes and experiments.

Next, IDEO partnered with NWH’s ambulatory surgery group. They took an analogous research trip to Boston’s Logan airport to see with fresh eyes how other high-touch customer service organizations provide customer value in a complex setting. Insights from the trip were applied through live prototyping of several new experiences inside the hospital, including a pre-surgery visit summary and pre-operation care carts.

Analogous research helped us realize that we can learn from other industries and incorporate some (cool) best practices if we allow ourselves to get over the ‘that would never work in the hospital’ mentality. - Dr. Jodi Larson

One of the most impactful prototypes was Care Modes, a tool to empower the NWH care teams to tailor their approach and interaction with patients based on the patients’ unique needs, beyond simply their clinical requirements. Four distinct approaches were identified for engaging a patient before surgery—Explain, Partner, Embrace, and Encourage. The Care Mode is determined based on the provider's understanding of a patient's degree of self-advocacy and their confidence that surgery is the best solution to their issue.

Historically, care providers have been trained to deliver consistent care above all else. However, Care Modes powerfully acknowledge that patients respond differently to different types of care. The Care Modes empower the team—from surgeon to nurse to anesthesiologist—with a clear framework for how to interact with and provide care for patients so they feel most comfortable. Based on the prototype's success with patients and impact on the staff culture, NWH has incorporated Care Modes into EPIC, the hospital's electronic medical record.

The importance of being patient-centered has been central to the healthcare conversation over the past thirty years; but new explorations reveal that there’s far more potential for innovation and improvement when the provider experience is considered in tandem with the patient’s. Each enables the other, and design for both together yields stronger solutions and better outcomes. IDEO's work with NWH demonstrates this vital shift in user-centered healthcare—one can't design services and experiences for patients without designing for their providers’ culture as well. When these go hand-in-hand, meaningful institutional change in healthcare is more than possible.

The mission of Chicago's Museum of Science and Industry (MSI) is to inspire children to achieve their full potential in the fields of science, technology, medicine, and engineering. Leaders at MSI realized they needed to drive day-to-day operations and maintain historic exhibits while focusing on where to go next. To prepare for its next decade, MSI worked with IDEO to create a new business focus to support the museum’s aspirations for the future. The plan would allow MSI to respond to the demands of the marketplace and raise the funds to get there.

At the beginning of the project, MSI laid out its priorities: improve equity of access, enhance the museum experience, and create a more innovative culture. To dive into each of these areas, IDEO conducted immersive research with families, teachers, donors, and staff.

IDEO brought together 60-plus donors, board members, and staff members to engage in a design thinking exercise to unpack and address the tensions that come with choosing a new strategic trajectory. Instead of having a standard ballot vote, the IDEO team encouraged participants to get up and vote with their feet, helping the group of stakeholders physically align on the museum’s new direction.

At the end of the research and prototyping phases, MSI and IDEO developed a vision called Provoking Minds, Inspiring Futures, creating six detailed design briefs to equip MSI teams to bring initiatives forward. The briefs laid out everything from recommending a new Department of Next, dedicated to ensuring that the future is at the heart of everything the MSI does, to MSI Runway, a place for experimental, small-scale, and limited-run exhibits. The ideas were brought to life with an interactive exhibit, built quickly with everyday materials like plywood and circuit boards, to demonstrate that creating an inspiring vision of the future doesn’t have to be an expensive endeavor.

The team also focused on insights that highlighted accessibility issues some families brought up early in the design process—travel across the city via public transportation can be lengthy, and the cost of admission to special exhibits could be prohibitive. To address these concerns, IDEO came up with the Mission Accessible brief: Inspired by casino buses, MSI bus stop signs would be posted in various low-income neighborhoods, signaling a way to take kids and families to the museum for free.

During the project, the IDEO team identified some low-hanging fruit, like rethinking ticketing and improving the student field trip experience, and helped the museum create cross-functional innovation teams to apply design thinking skills towards solving those challenges. They researched, brainstormed, and pushed forward new concepts, meeting weekly to share and build on ideas. At the end of the four week period, each team prototyped their ideas—new outdoor programming, software tools for visiting tour groups—and pitched them to each other.

In 2019, two years after the conclusion of the project, the collaboration paid off. With its new strategic plan and additional resources, the museum has renewed its commitment to serving youth, and MSI’s team, including donors, are aligned on a collective vision of the future. MSI raised more funds than in any previous year, including the single largest gift in its history—$125 million, nearly half of its $380 million fundraising goal—that will help ensure the years ahead.

In that room, we built an "Idea Catcher" wall, where employees could use Post-its to share ideas, questions, and answers with each other and with management.

We knew from previous studies that tough calls have a negative impact on employees for hours afterwards, and that constant monitoring can make call centers tricky places to work. But still, this Post-it showed up on the wall: “There’s positives in each call we take!” The energy that this space created showed us how involving agents in designing their jobs was a meaningful way to learn and grow.

Many of us spend much of our lives at work. We want it to be good and meaningful. But too often, workers don’t have the agency or satisfaction for that to be true. As work is increasingly monitored and automated, it’s critical that we design technology and tools to support workers' well being and sense of purpose. Over the years, we’ve pulled what we’ve learned from various projects into a set of four principles for designing good jobs.

1. Use new tools to encourage a sense of purpose 

Involving employees in creating the tools for their own work provides an opening for them to act on their own values, and reflect on what they like (or don’t like) about their jobs. During the mortgage project, our design team worked with call center agents and homeowners to understand both the “front stage” and the “back stage” of service delivery. For the agents, being able to make a personal connection with the caller was important to their sense of agency—their perception of their own capacity for making change and being creative at work. With that in mind, we prototyped a customer dashboard with a scripted conversation, along with customized cards that prompted agents to infuse their own words and experience into the interaction. Inspired by Brian Eno’s Oblique Strategies, the cards included questions like: “What’s the best advice you’ve ever gotten from someone else on your team?” and “Who is your role model? How would they handle the next call?” The prototypes addressed the tension between scripting and creativity, without burdening agents with additional oversight. Agents appreciated that the prompts recognized and supported their expertise and passion to engage with customers in a professional but personal way.

2. Design for values and emotions

Autonomy and creativity are foundational to high job satisfaction. Technologies like customer dashboards, time and task tracking, and software systems shape how we spend our time at work, what tasks we get to do and how, and fundamentally alter how we feel about and experience work. By designing for people’s values and emotions, new tools and systems have the potential to make work better. But that wasn’t the case when we first started working with a cruise line.

Employees (and also potential customers) thought that booking a vacation felt difficult, and compared the repetitive experience to the movie Groundhog Day. They constantly took their own notes, because the system didn't always log their entries, and had to search online to answer questions about their own services. To fix their frustration, the design team created a new dashboard that aggregated the information they were missing or currently keeping track of with pen and paper. By eliminating redundancy and cognitive load, the dashboard also made agents feel confident and informed—in their own eyes, as well as customers’. This marked a stark contrast to the earlier phase of work, in which agents had to look up the latest products and offerings on the company’s website, which gave them no more specialized knowledge than the customers calling in, deflating their image of themselves as confident service professionals.

The agents’ managers had a different problem: They hated using this tool on a desktop. They preferred to walk around and coach agents face-to-face. It was actually one of their favorite parts of the job. So, the designers moved the tool to a tablet, in order to preserve it.

3. Keep the work ecosystem in mind

Work is a true ecosystem; no worker or technology functions in isolation. Bonnie Nardi and Vicki O'Day, social scientists formerly at AT&T Labs and Xerox PARC, define an information ecology as “a system of people, practices, values, and technologies in a particular local environment.” It’s extremely effective for thinking through how technology can’t be implemented in a vacuum. Instead, technology should be deployed in service of individual and group goals. In the mortgage project, we were also responsible for creating a brand new role that combined service and sales. Since sales roles were mainly based on commission, and service roles on efficiency-based metrics, there was not a lot to incentivize collaboration and a new approach to homeowner relationships. Because agents had a sense of fulfillment that came from growth and financial success based on their personal skills and charisma, which was baked into the compensation structure, it was important that they be comfortable with new metrics and incentives. So, the team designed the new role to encourage long-term customer relationships by increasing base pay and the weight of customer experience metrics, along with more typical efficiency measures like length and volume of calls.

4. Co-create with employees to build trust

Trust is foundational to ethical research and successful design. By working side-by-side with employees to co-create their roles and the impact of technology on their day-to-day work, companies can model openness during times of change. In a project to redesign the patient experience for a new hospital building, the design team identified a key technology in need of innovation: appointment and medication scheduling software. Making custom medications accurately and on time in a hospital environment is crucial, because a small mistake can be fatal, and delays can be painful.

At the time, medications could only be processed in the order in which they were received—not by the level of urgency. For pharmacists, being able to process medications to fit patients’ schedules would improve workflow and ease stress. For patients, it would mean more visibility into upcoming care, and less pressure on families to keep track of medications. The lack of information between departments forced family members to play the role of mediator, communicating vital information in terms they weren’t familiar with. Pharmacists were motivated to provide the best care, but the siloed operating systems that governed appointment and medication schedules created a disconnect. So, the designers created a software refresh that would provide visibility into patients’ schedules, making the pharmacists’ relationship to the software more mutual and rewarding. They no longer felt they were missing the information they needed to do their jobs well. The ability to have a more holistic view into a treatment and current state of health also allowed them to better connect with the patients, one of the most meaningful parts of their job.

Designing for job satisfaction isn’t just a nice to have; not only is it the right thing to do, it leads to increased performance and lower attrition, and employees that are better able to deliver high-quality services to customers.

Rethinking roles, or how new technologies might affect jobs at your company? Get in touch to hear how IDEO can help.

A few years ago, when I was working on a project to help a mortgage company improve the work experience at its call centers, we created a living-room-like space we called "The Oasis," a live prototype of a space to take a break and reflect between calls.

These are also the kinds of spaces where AI is appearing in the form of new tools and personal assistants. But having AI show up on platforms Gen Z considers safe spaces can be problematic.

In the first phase of our research testing the edges of AI products with a group of Gen Zs, they laid out three principles to help guide us in our designs: Skip the engineered reality; elevate human intuition and empathy; and build in transparency. This time around, we made those principles tangible, by prototyping various expressions of AI personal assistants, and asking our Gen Z partners to test them out in the context of their own lives. 

We were also testing a hypothesis of our own, based on our work with this cohort: For users to feel they have the freedom to play and engage with AI, we first need to design a strong foundation of psychological safety. We believe that’s key to unlocking social AI experiences that Gen Z will truly want to use.

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Prototyping Road Trips

Because we’re working with Gen Zs, we created a prototype to help with a real part of their lives—planning a weekend trip with their friends in a group chat. In one version, an AI personality acted as a concierge, pulling together activities and itineraries in a way that was transparent and obvious to everyone in the group. In the other, the AI personality acted as an agent, operating in the background on the user’s behalf, hidden from the group’s view. The agent still pulled travel details together, but only one user could see them. It could also provide advice beyond logistical support—like how to tactfully respond to a friend if there’s a disagreement about which activities to prioritize.

When our Gen Z participants interacted with the Concierge and Agent, they were excited by the idea that AI can unlock more joyful social experiences, but they also voiced deep concerns about privacy, safety, and consent. Our participants reported that AI feels much more invasive than other technologies—more powerful, and with a greater ability to cause harm. 

“Having your whole schedule, characteristics, how you live your life—that being stored and potentially sold is a lot more damaging and scary than simply what you’re searching or sites you’re visiting, which is what we experience today,” one high school student said.

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Taking a bigger leap

We took these insights back to our team, and worked together to weave them into prototypes of new tools for Gen Z group chats. But we wanted to move past incremental change. AI enables new possibilities that haven’t existed before, so it’s important that we take bigger leaps. Instead of creating a souped-up version of the prototype we’d already made with our Concierge and Agent, we brought together perspectives from across IDEO—game designers, toy inventors, play experts, Gen Zs, researchers, and a magician—to imagine and build visions for totally new experiences.

Together, we came up with a concept called AI Playground, a discrete space contained within the group chat that helps make clear what information the AI can see and what its capabilities are. We also made AI Playground opt-in only; no one would see it by default. 

What does that look like? Imagine, you’re planning a weekend trip with your friends, and you can conjure your AI assistant into the group chat for a specific task— like generating a curated playlist or building a dynamic itinerary, unique to your friends and to this particular outing. Because there is a clear boundary between the Playground and the group chat, users don’t have to worry that their AI assistant can access everything that they say—it’s up to them what they choose to share. And because all users had to opt-in to join the space, they can feel more comfortable playing around and being themselves—generating GIFs to share an inside joke, creating music to match their mood, and more. Our goal was to enhance their play and increase their agency without intruding on their personal conversations.

A Safe Space to Play 

AI Playground is an example of an alternative way we could integrate AI personal assistants in group use cases, one that sets the conditions for trust and play.  As we learned in our research with Gen Zs, their friendship and relationship development is a key part of who they are, and they are highly sensitive to technologies that interfere with these bonds. By building safer AI experiences across all spaces and domains, we can unlock a better AI-enabled future for everyone. For more windows into AI prototyping focused on mental health, and how AI might revolutionize the ways Gen Z is preparing for their careers, subscribe to the IDEO newsletter.

Parts of the images in this article were created/altered using generative AI.

Many of Gen Z’s friendships and much of their relationship development happens online—on social media, online gaming platforms, and in community spaces and group chats.

If you missed the first installment of our Gen Z + Gen AI prototyping series, you can catch up here.

“I could see myself starting up a business someday,” one high-school senior told us. “So say I wanted to make visuals, or ads for that—I'll want to have an AI guide me through the creative process.”

To find out what that really means in practice, we prototyped a set of creative AI tools and asked a cohort of young people between 13 and 24 to test them in their own work and lives. 

AI Creator vs. AI Collaborator

We built two contrasting prototype experiences to test the breadth of roles, capabilities, and personalities that a creative AI might have. On one end of this spectrum, we have an AI that is designed around speed and efficiency. Its interface is meant to feel highly-optimized to get you the best, most suitable output possible in minimal time.

On the other end, we created a hyper-collaborative creative partner more focused on helping you express your own unique style. This AI can not only create content, but share inspiration—helping Gen Zs discover new styles, see what’s trending, narrow down likes and dislikes, and gain insight into their own personal tastes.

We then customized our prototypes to fit each participant’s life context.

Exploring the values behind our designs 

In testing our range of prototypes, we found that no AI creative tool will work for everyone in every moment. Gen Zs have a wide spectrum of values when it comes to what they want from creative tools—some value speed and efficiency, while others value deeper collaboration and personal expression, and their values may fluctuate as they go from one context to another.

For quick, everyday creative needs—efficiency is key.

We heard from Gen Zs whose lives are extremely busy—from managing social media for multiple school groups to starting and running their own businesses, and keeping up with school, family, and social circles. There isn’t always a lot of time or energy left over for lengthy creative processes. "Social media doesn't feel meaningful to me, only the end goal,” a college freshman told us. “So I love that this AI can help me reach that end goal faster.”

To design for users like this one, the challenge lies in getting to a satisfying creative output faster, in minimum time. The distance between prompt and output should be short, and UX should offer visual templates and clear parameters that help people to create quickly in a well-defined style.

For creators, aspiring professionals, and artists, AI should show up as a more nuanced collaborator—offering tools for inspiration, personal expression, and a greater depth of creative control.

On the flip side, we heard from Gen Zs who aspire to create original and expressive work. "I think the ability to re-edit to make it have a more human touch and connection makes it a good tool. I want a good combination of AI and human—in graphic design at least,” Cole, one of our Gen Z collaborators, told us.

For Gen Zs who value craft and personal expression, the distance between prompt and output needs to be longer. Future collaborative AI interfaces will need to allow for more rounds of feedback, create more opportunities for humans to give direction, and be capable of working with multi-modal inputs—such as reference images, sketches, font files, CAD files, and more. These more collaborative AI experiences should still offer tools for humans to create and customize by hand. The challenge here is not to replace human craft and creativity, but to design interfaces that help AI augment our creativity to deliver output nuanced enough to match the richness of personal expression that Gen Zs want, alongside tools for them to add their unique vibe by hand, too. 

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An AI-enabled creative future 

So what does all this mean for the future of AI? AI experiences themselves should continuously work to establish user intent, and to understand what good means in different moments—does a user need a quick solution, or a creative partner? As a rule, designers should offer multiple options for how their AI shows up in terms of tone, role, capabilities, and suggestions to users, and put in the work to continually listen, discover, and elevate the most relevant options for their audience. 

Creativity is just one of the many spaces where we are listening, discovering, and experimenting with how to prototype future AI experiences; we are also exploring how AI should show up in education, mental health, work, social media, and more. Stay tuned for our next piece, which dives into how Gen Z feels about AI personal assistants entering the group chat.

Parts of the images in this article were created/altered using generative AI.

When we first started exploring the possibilities of creative AI products with a group of Gen Zs, they were clear about what they want: tools that scaffold the creative process, lower the barriers to entry, and connect creative communities.

To monitor how use cases have shifted over time, we developed a social listening tool to scrape AI hashtags on TikTok, creating a visualization of conversations and communities.

In the spring of 2023, much of the positive sentiment around AI was associated with productivity-related hashtags—activities like homework and writing. By October, AI music became its own distinct community, and hashtags for AI fanfiction, AI anime, and memes grew. Our most recent scrape in early 2024 showed us that AI is shifting from a predominantly solo activity to one centered on community. Hashtags like #aiart and #aiartcommunity are growing in size and in connections, suggesting that AI-generated art isn’t created in a silo—people are sharing their experiences.

In just a matter of months, Gen Zs have evolved their use cases to align with their priorities—sharing their passions and connecting with communities in playful and imaginative ways.

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AI companies are also moving fast. The race to create the most impressive and jaw-dropping AI products is adding frenetic urgency, and companies are spending millions of dollars on development resources, then quick-launching new products with the hopes that they will be well received. Often, launch is the first time companies are able to test out their products in the real world. 

We are seeing rapid technological progress, but also backlash against irresponsible designs and technologies that have real potential to clash with human values and cause harm. We believe AI has potential for revolutionary experiences and capabilities that improve the ways we live, connect, and play. But we also believe this future requires a foundation of trust and responsible design. 

To that end, we are experimenting with a different way of developing AI products—one that doesn’t compromise speed but also aligns with human values. By designing experiential prototypes that mimic real-world scenarios, we can create tight feedback loops that get us better user feedback, sooner. These prototypes are run in contained settings where we can look for unintended consequences. (Picture two people with paper scripts, role-playing what it feels like to interact with AI in a particular scenario.) We don't need to build the technology needed for the experience to work—our first step is to test for emotional value. That way, we focus our development resources on building the most impactful and responsible products and experiences possible.

In an earlier phase of our research, we used the results of our social listening experiments to work directly with members of Gen Z between the age of 13-24,  talking through potential product concepts and gathering their reactions. This time, we’re going deeper, prototyping products that have AI taking on different personalities and roles with a group of Gen Zs who are coming of age, gaining life skills, and forming their sense of identity as AI is also taking shape in our society. With their help, we’re learning how to build future AI experiences that center their values and needs. 

Growing up with social media, members of this generation have already felt the potential impact irresponsible technologies can have on their mental health and relationships, and they have a critical eye for both opportunity and responsibility. While they are strong proponents of the products and brands that they believe in, they're also not shy about making their voices heard when products clash with their values systems.  

In this series, we will put eight AI prototypes to the test. By leaning into immersive research tools like experiential testing and imaginative playtesting, we are focusing our learning objective on measuring how these young people feel when they are using AI products, and how the products would impact their perception of themselves and their relationships. For us, understanding the value of the product in the context of the user’s life, their value systems, and relationships is a crucial step that helps us identify the features and technical capabilities that are worth investing in. Join us as we dive into new prototyping methods for designing and testing the edges of what future users really want from AI.

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Parts of the images in this article were created/altered using generative AI.

The ways Gen Z is using AI are evolving almost as fast as the technology itself.

I help organizations cut through complexity by shaping how they show up, through brand strategy, identity, and storytelling.

Working at the intersection of brand and business, I bring an editorial eye and a bias toward making—turning ideas into tangible experiences that people can understand, trust, and believe in.

My work spans government, healthcare, financial services, media, and consumer goods, from launching Gen Z-focused ventures to building innovation labs and reimagining legacy brands. I relish moments of ambiguity and enjoy translating across teams, perspectives, and priorities to move ideas forward.

I started my career in editorial and digital design, shaping cross-platform experiences and identity systems in publishing and agency environments. That foundation still shapes how I work today: I’m detail-oriented, collaborative, and overreliant on the Oxford comma. I hold a BFA in Visual Communication from the School of the Art Institute of Chicago.

For 25 years, I've asked the same question: Who does this design exclude—and what are we going to do about it?

My work spans human-centered strategy, inclusive design, and qualitative research, with clients ranging from Microsoft, Google, and Verizon to the National Science Foundation, and San Francisco Unified School District.

Before IDEO, I taught elementary school in East Palo Alto and spent a decade doing design work with social service organizations—where I learned firsthand what it costs people when systems are built without them in mind.

I am currently writing User Error, a nonfiction book about digital access and the design decisions behind it. I live in Oakland, California.

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My expertise spans brand, communication, and product design across tech, education, the arts, and social impact.

I believe great work demands both high-level vision and obsessive attention to detail, and only happens through collaboration.

I bring an inclusive, hands-on approach and a deep understanding of business, which enables me to consistently deliver excellence while always asking why.

Before joining IDEO, I worked at the brand firms Pentagram and VSA Partners. I began my career as a designer, leading teams at the School of the Art Institute of Chicago and the Milwaukee Art Museum. I hold an MFA in graphic design from Maryland Institute College of Art and a BFA in communication design from the Milwaukee Institute of Art & Design, and have taught at some of the best design schools in the US.

I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth. Specifically, I have helped Chinese companies design holistic brand solutions through the development of their products, communication, services, and innovation teams, and I have helped multinationals expand their presence and influence in China.

I advise global leaders on developing China-led innovation and capabilities.

In over 15 years in IDEO Shanghai, I have worked on projects that use design to elevate the quality of the experience of healthcare products and services, streamline processes that increase productivity, create spaces and programs that promote and enable inclusive communities, and build next generation mobility solutions that are planet-positive.

Before joining IDEO, I worked at Philips Electronics and the Electrolux Group in Italy, the Netherlands, and Singapore on a number of breakthrough commercial products. I am a member of the Young President Organization in Shanghai.