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Designing the first all-in-one, wearable breast pump

Collaborating with the startup team at Willow that reimagined the breast pumping experience.

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All moms want to give their babies the best start in life, and for many, that means nourishing their babies with breastmilk. However, breast pumping is often inconvenient and uncomfortable. Tethered to the wall, undressed, and surrounded by cords and dangling bottles, most mothers who pump are interacting with technology that hasn’t fundamentally changed in more than 25 years.

Passionate about solving this challenge, the startup Willow set out to completely re-imagine the breast pumping experience. The team at Willow envisioned a “dream pump” that would deliver what moms want most: mobility and discretion.

The Willow team approached IDEO to be a close partner in bringing their product to life. As a cross-disciplinary team of researchers, industrial designers, and mechanical engineers, IDEO, Willow, and Function Engineering worked together seamlessly to identify mothers’ unmet needs and resolve engineering complexities with a simple and elegant design.

The resulting product, Willow, is the first all-in-one, wearable breast pump that cuts the cords, ditches the mess of bottles, and fits easily inside a bra. Mobile, discreet, and hands-free, Willow allows women to achieve their breastfeeding goals without pressing pause on their own lives.

Willow is designed to make pumping breastmilk a comfortable and convenient experience for moms.

The final design of Willow was informed by research and in-person interviews with dozens of mothers, ranging from first-time to experienced pumpers. Insights about their personal routines, challenges, and workarounds guided the design team as they built more than 60 physical prototypes to understand how Willow could best fit into mothers’ lives. Learnings from those prototypes helped the team to define the size, shape, color, and materials of Willow, as well as each step in the pumping process.

One key design element that emerged from this iterative process was the simplicity of Willow’s architecture, which makes the pump easy to use, assemble, and clean. The pump contains just a few basic parts that snap together, and only two parts that need to be cleaned (both are dishwasher-safe).

Considering how personal the breast pumping experience is, the team aimed to help the pump feel less like a stark, mechanical device and more like a considered, modern, and personal accessory—a goal ultimately achieved through the pump’s colors, texture, and finish.

Because of Willow, mothers no longer need to plan their lives around pumping—it can happen anywhere, at anytime. Willow gives moms back their time and freedom and gives them choice; now moms can play with an older child, work, or enjoy precious relaxation time at home. With Willow, pumping breastmilk finally fits seamlessly into women’s active everyday lives.

The Willow pump contains just a few basic parts that snap together, including a spill-proof milk bag.
Willow
Willow
Designing the first all-in-one, wearable breast pump, Willow, consumer products, retail, consumer experience, retail innovation, technology innovation, digital products, product design, industrial design, new product development, venture design, new business creation, business model innovation, employee experience, workplace design, team collaboration, innovation strategy, business innovation, design innovation, how to innovate, how to launch a new business, innovation, strategy, research, unmet needs, prototyping, product development, startup, mobility

Improving quality of life for young adults with schizophrenia

Designing a digital platform that continually motivates and engages patients.

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More than 50 million people worldwide suffer from schizophrenia, yet only half receive psychiatric treatment. When they do, it usually involves medication and one-on-one therapy to treat the most visible symptoms, including hallucinations and paranoia. But the disease can also cause debilitating symptoms that medication can’t easily treat, such as social anxiety and isolation, lack of motivation, and memory deficits.

For people living with these symptoms, what might seem like simple activities—socializing, spending time outdoors, exercising—can sometimes feel overwhelming. And if patients aren’t given effective care, they can become even more isolated, and their physical health and quality of life suffer. They’re far more likely to let the rest of their treatment regimen slip, skipping medication or therapy sessions.

To help address these challenges, a digital health research group at the University of California, San Francisco (UCSF) approached IDEO with an idea to supplement the longstanding medication-and-therapy model with a tool to alleviate hard-to-treat symptoms, and more importantly, improve patients’ quality of life. It would require identifying unmet needs among patients and determining which kinds of interactions could have the greatest impact on young people with mental illness.

The outcome of that collaboration is PRIME, or Personalized Real-time Intervention for Motivational Enhancement, a digital platform that empowers young people with schizophrenia with the tools, motivation, and community of support they need to achieve their goals.

The simplicity of PRIME belies its deep functionality. The easy-to-use mobile app helps patients stay motivated to stick with behaviors that boost their health, social skills, and productivity, and it provides motivational coaching from trusted professionals and social connections with other patients.

How It Works

The PRIME app lets users set daily goals based on their particular needs. There are more than 500 small challenges to try—from inviting a friend to play basketball to spending time with a family member—and users can see their progress tracked through incremental successes over time.

Whenever users need help, trained motivational coaches are on hand to provide cognitive behavioral therapy coaching, encourage patients to achieve their goals (and to push beyond their comfort zones), and support their interactions with other users.

Tapping into its vibrant social network to help patients feel less isolated, PRIME prompts users to snap photos of happy moments, highlight important events in their lives, and share challenges they’re proud to have accomplished. Unlike Facebook, which can be overwhelming for some patients with schizophrenia, PRIME is a closed community where users can talk freely about their challenges with others who are just like them.

Click above to hear our audio story, or listen on SoundCloud.

To measure the efficacy of PRIME, UCSF and IDEO combined traditional metrics, such as Patient Health Questionnaire scores and time spent in the app, with new metrics evaluating patients’ quality of life. For example, they studied the pictures of things that made users happy before and while using the app, and measured the frequency, depth, and quality of patients’ social interactions in the app based on word choice and punctuation.

Learnings from these human-centered metrics helped the team iterate further on PRIME’s design, so that the platform would generate even higher levels of engagement and stronger improvements in patients’ motivation and social functioning. In this 2016 peer-reviewed, clinical study, 80 percent of patients with schizophrenia achieved their daily goals, and users logged into the app an average of 4.5 times a week, far more than the expected rate of once a week.

PRIME has also made an impact on patients and their families on a personal level. The mother of one research participant was thrilled with the results. She told IDEO, “I wish you could have witnessed my daughter’s first response to seeing the faces and profiles on her phone. She looked at me, smiled, and said, ‘Everyone looks normal. Everyone looks like people you see every day.’ It was as if she looked into a mirror that reflected possibility and hope.”

Human-Centered Design

The PRIME platform is an example of how the human-centered design process can lead to first-of-its-kind innovations in the field of mental health care. PRIME designers conducted comprehensive interviews that led to a deep understanding of patients as whole people, not just conditions or sets of symptoms.

For Dr. Danielle Schlosser, lead researcher on the PRIME project at UCSF, collaborating with IDEO and applying design thinking to her research on mental health was illuminating. "[It] showed us that in order to engage our users, we needed to provide a safe and supportive community that directly catered to their needs. The insights we gained enabled us to create an experience that inspires patients to improve their quality of life by emphasizing their strengths. Working with IDEO helped us make powerful, creative leaps in our process, and build a digital health platform that’s already deeply impacting patients’ lives.”

The success of PRIME in treating schizophrenia has led to additional federal research funding, and the platform is now being expanded to treat a wider range of mental health conditions.

For example, in this recent, peer-reviewed study, PRIME helped patients with moderately severe depression experience a 50 percent reduction in symptoms, with a noticeable difference in just two weeks—far faster than the average of four to six weeks it takes for traditional medication and therapy to yield improvements. By the end of the depression study, 90 percent of participants said they had achieved their treatment goals, such as to “become happier” or to “feel less lonely.”

Numerous patients with schizophrenia and depression have already benefitted from PRIME’s unique offering, and the team is exploring ways to commercialize and scale PRIME to reach more people with mental health conditions.

UCSF
UCSF
Improving quality of life for young adults with schizophrenia, mental health, family mental health, UCSF, healthcare, health innovation, patient experience, technology innovation, digital products, digital transformation, digital experience, digital product design, UX design, how to design a digital product, innovation, product design, human centered design, design thinking, research, unmet needs, transformation

Preparing New Yorkers for future flooding

Helping homeowners understand how to protect their future amid shifting flood zone policy and climate change.

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New Yorkers are a tough lot, but damaging coastal storms will continue to test their resilience. More than 400,000 people live within the city’s floodplain and are at physical and economic risk. In the face of both natural and manmade challenges—from superstorms to confusing insurance regulations—many New Yorkers are not aware of their flood risk, or even that they should be thinking about it at all.

The Center for NYC Neighborhoods‚ a nonprofit that champions affordable homeownership for middle- and working-class families and communities, engaged IDEO to create a resource that could help New Yorkers keep their homes and finances safe. Launched in September 2016 with funding from New York State's Governor's Office of Storm Recovery, FloodHelpNY is an expansive platform that dismantles the complexity surrounding flood insurance and gives homeowners clear and simple guidance for assessing their flood risk and taking action toward resiliency.

Facing the complexities of insurance policy, shifting flood regulations, climate change, and citizen engagement, the design team began by engaging two vastly different groups of New Yorkers—those who had been battered by past storms and those not yet affected. Homeowners in the first camp were angry and frustrated by a system that had let them down after Superstorm Sandy. Homeowners in the second camp were simply unaware of their risk and had little idea of what might happen. The right design solution needed to encourage both groups to take action and learn about flood risk and insurance regulations, while also addressing divergent levels of need and preparedness.

To co-design solutions with homeowners, IDEO set up pop-up stations at neighborhood meetings in Canarsie, Red Hook, and Gerritsen Beach, and had flood-affected residents create paper prototypes of the resources they wanted in place the next time a storm hit. The team learned how residents contextualized their individual risk, which information they prioritized, and how their frustration could inform a better outcome. In Lower Manhattan, where residents are less aware of flood risk, the team set up a pop-up station with virtual reality viewers that simulated water rushing into the surrounding streets, a visceral wake up call that got them talking about flood recovery.

A flood-affected resident in Gerritsen Beach displays a paper prototype of the platform he designed for the next time a storm hits.

A resident in Lower Manhattan views a virtual reality simulation of his surroundings being flooded with water during a hypothetical storm.

Less than a month after launch, FEMA began promoting FloodHelpNY as a key resource for building flood resilience. The platform helps all New Yorkers learn what flood zone they’re in, or will be in, how that affects their insurance rates, and what steps they can take to mitigate their risk. It features a first-of-its-kind flood insurance rate calculator that can help homeowners get a rough idea of the costs they could face as insurance prices go up. It is also the main conduit to apply for the Home Resiliency Audit, a New York State-funded program that equips at-risk homeowners with vital documentation valued at over $800 that confirms their actual elevation and insurance costs—all with the personalized assistance of an engineer and housing counselor team. In the coming months, FloodHelpNY will expand further to offer homeowners free backflow valves that reduce the chance of sewers backing up during flooding, as well as access to more existing benefits for resiliency.

The New York City floodplain, which is expected to grow as tides continue to rise, threatens neighborhoods that are among New York’s oldest and most historic. The people who live there make the city work: teachers, police officers, subway operators. Many of these homeowners will watch their flood insurance premiums surge, year over year. It’s a troubling future, but one that FloodHelpNY is designed to help New Yorkers face, by guiding them toward greater resilience and assuring them that they aren’t alone.

Center for NYC Neighborhoods
Center for NYC Neighborhoods
Preparing New Yorkers for future flooding, Center for NYC Neighborhoods, public sector innovation, government services, civic innovation, climate strategy, sustainable design, circular economy, civic design, government innovation, citizen experience, future strategy, strategic futures, designing for the future, how to make business more sustainable, innovation, strategy, co-design, prototyping, sustainability, climate change, government

A game-changing approach to sleep for athletes

Helping Rise Science, a sleep analytics startup, optimize its customer experience and scale the business.

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Athletes looking to score big on game day could hit the gym, but they’d probably be better off hitting the sheets instead, according to Rise Science, a sleep analytics startup. Harnessing the latest sleep science, Rise helps players significantly improve reaction time and decrease false starts, lapses, and injuries, among other benefits.

While attending Northwestern University, the co-founders of Rise Science created a simple sleep app and light-touch coaching service, which they prototyped on the school’s Big Ten football team with positive results. They came to IDEO to optimize their customer experience and scale the business, and joined IDEO’s Startup in Residence program.

The Rise sleep coaching services seamlessly combines human and digital touchpoints.

While observing coaches and players using Rise, IDEO saw the opportunity to better integrate the digital and hardware experiences and design a more robust, intuitive, and service-heavy on-boarding experience during the first few weeks using the system, when breaking old habits and incorporating new ones are most challenging.

The Rise app shows how a player is progressing against such goals as “sleep time,” “recovery,” and “sleep debt,” among others.

At the end of the residence program, Rise left IDEO with a rebranded and optimized sleep training system. Here’s how it works: Players and coaches receive a short, in-person introduction to sleep coaching by a Rise employee. Players who opt in to the service receive a sleep-training kit that includes the Rise Coaching App; adaptive sleep plans tailored to their chronotype, age, game schedule, and training load; a part-human, part-machine sleep coach that continuously supports each player, monitors progress, and gives timely feedback; in-context education that provides daily and weekly sleep insights; and products like UV glasses, sleep mask, and bed sensor. In just a week of using Rise’s full sleep program, 97 percent of players report getting 54 more restorative minutes of sleep per night.

Recently, Rise Science added the Chicago Bulls, Miami Dolphins, and the University of West Virginia to their sleep-training roster, enhancing their performance, one good night’s sleep at a time.

“Coming into IDEO, we knew our service was letting customers down. When we left, we had the blueprint for the next version of Rise. We were able to solve and optimize sleep at a much larger scale,” said Jeff Kahn, co-founder and CEO of Rise Science.

Tailored coaching helps players co-design their sleep plans.
The Rise welcome kit for players complete with UV glasses, sleep mask, and bed sensor.
Rise Science
Rise Science
A game-changing approach to sleep for athletes, sleep health, sleep analytics, sports performance, athlete experience, Rise Science, consumer products, retail, consumer experience, retail innovation, healthcare, health innovation, patient experience, customer experience, user experience, experience design, service design, venture design, new business creation, business model innovation, growth strategy, business growth, scaling innovation, data strategy, data driven design, data visualization, understanding user needs, how to launch a new business, innovation, strategy, co-design, prototyping, startup, education, rebranding

Meet the YouTube Pop Star who Teaches at MIT

The designer and artist Sputniko! may sound like she's from outer space, and that's not far from the truth.

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The daughter of British and Japanese mathematicians, Sputniko! has become both a fashion icon and feminist spokesperson in Japan for speculative designs like the Menstruation Machine (which imagines a future without menstruation, in which people simulate having periods as a nostalgia exercise) and The Red Silk Of Fate (in which genetically-engineered silkworms produce a thread impregnated with the love hormone oxytocin—the perfect material to weave into a seductive outfit). We wanted to know more about why she chose speculative design as a medium, so we caught up with her to ask a few questions.

COMMUNICATING IDEAS THROUGH POP VIDEOS IS A BOLD MOVE. WHAT LED YOU THERE?

I started as a pop musician. I was writing songs when I was at Imperial College in London, before going on to the Royal College of Art. So I was already making music videos. They seemed like a good way to challenge the "high art" culture. I liked pop art, like Jeff Koons, Takashi Murakami, and Andy Warhol. Plus, at the time I was graduating in 2010, YouTube was becoming more significant. So I wanted to tap into that. Nowadays, the internet is so important for this kind of work. I thought that there needed to be more new speculative design work that was intentionally aligning with internet culture and viral culture.

HOW DO THE SCIENTISTS AT MIT FEEL ABOUT HAVING THEIR WORK PORTRAYED IN THIS WAY?

I work hard to be close to the scientists, and discuss with them how to best show their work. So far their reaction has been very positive. Some of the genetic engineers I've worked with have been getting more interest from investors because of the media interest. I think that a lot of scientists secretly want to be passionate and tell stories about their work. But they can't, because they need to be very precise. With us, and these stories, they can detach from that precision in a good way.

Crowbot Jenny by Sputniko!

WHERE DO YOUR IDEAS COME FROM?

I read a lot of science news blogs—I'm an information addict. I'll go through the news about AI, genetic engineering, and so on. What designers can do is imagine a consequence of these new technologies. If any of these imagined narratives ring a bell for me, then I'll do further research, in order to make the idea more concrete.

WHAT TECHNOLOGY IS CAPTURING YOUR ATTENTION RIGHT NOW?

AI and self-driving cars. And of course genetic engineering. But right now, my hottest interest is blockchain. This new system for handling money and identity is increasingly being adopted. Many people are thinking about it in terms of security. But creatives can think of other consequent narratives that could come from Blockchain. For example, how could it change lifestyles?

YOU'VE BEEN AT THE MEDIA LAB SINCE 2013. HOW DID YOU END UP THERE?

I first came to the Media Lab as a TV reporter when I was 27. I had my own TV show in Japan about design, and I came to interview Nicholas Negroponte. I told him how interesting I found the Media Lab, and he responding by telling me that they were looking for a new assistant professor in the arts category, and that I should apply. I was like, what? Me? I don't have a PhD! But I applied, they liked my work, and they invited me to start a new group.

Red String of Fate by Sputniko!

WHAT'S THE ACADEMIC EXPERIENCE LIKE FOR YOU?

I love being in this environment. The only thing that is a challenge is that academia is very paper-based. I don't publish papers, nor do my students. We are more about exhibitions and storytelling. It's not so much in the academic format.

WHY ARE YOU CALLED SPUTNIKO!?

It was my high school nickname. I attended an American school in Japan. I was tall and pale and I liked science and space. So the other students thought I must be half-Russian rather than half-British, and they started calling me Sputnik. Japanese girls' names often end in "ko", so Sputnik became Sputniko. Then, when I started doing music gigs as a student in London, I added the exclamation mark, because I liked the German band Neu!. It was completely not serious—just a band name. I never expected to be making and showing work, let alone teaching at MIT with this name. In Japan, when I go to symposiums and conferences, government ministers call me Sputniko-san. It's so surreal. My name reminds me of my weird career path.

Adachi Hip Hop Project. Sputniko! and rappers from Adachi, a Tokyo neighborhood with high rates of poverty, collaborated and organized a concert tour to energize the art and culture scene in Adachi.

YOUR WORK IS VERY CROSS-CULTURAL. WAS THAT A PRODUCT OF YOUR UPBRINGING?

Partly it was having a British mother and a Japanese father. And also growing up in Tokyo, where western culture and eastern culture are present at the same time. I grew up in Shinjuku. It's where all the skyscrapers are, but also yakuza bars and the red light district. My parents are both mathematicians, so I was surrounded by math. But I also liked art and music. For example, take the way I read books. I usually read about ten books at once, on a kindle. I usually just read five pages at a time. And then I move to the next book. The way I consume information is very parallel. For me, associations and connections are the seeds of my creativity.

DO YOU OVER WORRY ABOUT BEING OVERLOADED WITH INFORMATION?

Overload is not so much a problem for me. For example, I get my eyelash extensions done every three weeks. While that happens, I have to close my eyes for an hour. Which means that I can't look at my smartphone. I used to hate doing eyelash extensions so much. But then I found an eyelash specialist who was a beauty technology expert. She's like a Google for me. When I close my eyes I always ask her, what's a new technology that you've found? That's an example of how information-addicted I am.

The designer and artist Sputniko! may sound like she's from outer space, and that's not far from the truth. An associate Professor at the MIT Media Lab, her work feels like a Large Hadron collision of design, fashion, technology, and pop music—all filtered through the multiple personas she presents on YouTube.

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meet the youtube pop star who teaches at mit, fashion

Thoughtless Acts: Skate the Streets

Thoughtless Acts: Skate the Streets. The intuitive ways we adapt and react to things in our environments

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A few years ago, I traveled to Amsterdam in the wintertime. Amsterdam is famous for having rivers flow through its streets, but this winter, the rivers were frozen and they became new roads. Simultaneously, people took advantage of the sudden change and switched to an alternative form of transportation (ice skating!). One person’s thoughtless act can attract other people and become a sort of movement when other people start to join.

Human-centered design requires us to observe human behavior with beginner's eyes, so that we can spot the innate ways people interact with the world around them. We call these intuitive and unconscious reactions Thoughtless Acts, and IDEO designers collect photos of them to inspire their work.

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thoughtless acts skate the streets, thoughtless acts, skate the streets, human centered design, design thinking, photography, visual design

6 Reasons to Play More

A playful look into what makes city life so charming.

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Snow in NYC!

I decided to frame my questions into City Play Project—100 days to observe, create, and capture playful moments in the city. Sometimes I found playfulness in the street cats of Istanbul, or a serendipitous moment of two strangers dancing in the West Village, or even a painted mural in East London.

Once I started my 100-day project, lots of friends—even friends of friends—started making and sending me images of playful interventions from all over the world—Florence, Istanbul, Paris, London, New York, Tokyo, and San Francisco. The most wonderful part about it was seeing how each person defined playfulness. Comparing all the differences helped me find some universal truths. Here are six things I learned from the project.

1. Playing in the city makes you notice things in a completely different way

Once you start looking for playfulness, you see things differently. It’s almost like adopting a traveler’s mindset. A type of pavement or a trash can suddenly look more interesting. You realize that you can be more playful with everything—even your own shadow.

2. It’s contagious

When you play in streets, others play with you. One moment can inspire a movement—just like the sticky notes in the New York subway. Sometimes, you just need to find a way to give others permission to join you in changing the city around you.

Taking over the subway with post-it notes!

3. Playing alone is harder than playing with others

People are terrified by empty spaces, public humiliation, and interacting with strangers in the street. Being silly alone is hard, and being silly with strangers is even harder. Often, we need encouragement from friends to start playing. The person who goes first makes it easier for the rest to be more playful.

4. It brings intimacy, trust, and love

Playfulness brings people closer. If you are brave enough to play with strangers, you can build trust in an instant, unspoken way. People who have never met before can play together. It helps you see the child in others and initiate creative collisions. It creates intimacy, and all that magic leads—or might lead—to love.

Play with city signs and spread the love.

5. Playfulness builds confidence

Allowing yourself to be more playful when you are walking down the street brings more confidence. You become more comfortable with your surroundings, and in how you interact with people, even—strangers. You stop asking for permission to do things, you just do them. A playful mindset allows you to try things, step up, express your thoughts in a physical way without being shy about it.

6. A framework can help encourage it

Constraints may seem like the last thing we should think about when we play, but they can actually spark playfulness. Constraints aren’t always restrictive—especially at an urban scale. The limitations of a cul-de-sac or the weather can push people to unique ways of playing. Sometimes it’s the boundaries that makes us embrace playfulness.

Want to join me in observing playfulness in cities? I challenge you to do the same! Tag your photos with @cityplayproject.

I’ve always been intrigued by what makes city life so charming. Having spent most of my life as an urbanite, I’ve come to realize that what captivates me most is the playfulness I see around me. Just as we can find inspiration by writing or reading about what interests us, I decided to find inspiration through observation. I wondered “How does play affect how we behave in cities? What are the social and physical effects of play in urban design? If we played more in cities, would we be happier? Fall in love more often?”

Play
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6 reasons to play more, play, urban design, public spaces, community engagement, creativity, creative confidence

Could AI Replace Design Researchers?

Our look at the future of communication with London’s Design Museum

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Spirit is a simulated AI, a provocation created by IDEO’s London Studio in response to a commission from the Design Museum. It asked designers and their teams—including Yves Behar of fuseproject and furniture designer Konstantin Grcic—to contribute to a project on the future of aging as a sequel to an exhibit of the same topic that they hosted 30 years earlier. The museum asked IDEO to explore what community might look like in the year 2047.

For our project, we aimed to start a dialogue about the role emerging technologies might play in the way people connect as a community. In the future, we may no longer need to drive our children to school, speak with anybody to go grocery shopping, or visit a human doctor. Technology often makes us more independent, and less reliant on human contact and support. To counter the social isolation that may arise, we developed the concept of a free and open-source social AI, a system built to foster strong and healthy communities by strengthening social bonds and keeping people active and mentally stimulated.

Creating the Exhibit

We designed the interactive part of the exhibition for three reasons: We wanted to give visitors a glimpse of what it would be like to interact with an artificial entity; we wanted to see how people would feel about the interaction; and, obviously, we like playful experimentation and prototyping.

Current AI technology is in its infancy when it comes to having a real dialogue with a human being. But just as autonomous cars learn with every mile they drive, these technologies will learn the more they interact with people. Current popular AI products (Siri, Alexa, etc.) listen to user commands and respond. We found it interesting to reverse that by having our Spirit actively ask visitors questions, and rather intimate ones, including: What makes you happiest? What would you be scared of forgetting? Would you trust an artificial intelligence to choose your friends? If you lived to 120, how many partners would you want to have?

The exhibit had two states: An idle state where visitors were encouraged to talk to Spirit and it displayed selected quotes from previous visitors and visualized the data it gathered through a generative visual design, and an interactive state.

The interactive dialogue state took place inside an audio booth. The system greeted visitors with an audiovisual message and a stylized speech-bubble that mediated the conversation. The system then asked different questions, engaging in deeper conversation over time. For example, Spirit might ask, "What makes you happiest," and the answers could vary from "rich relationships" to "when it stops raining," "playing football," or "creating new things and solving problems." Each answer created a new pebble in the visualization, the color, size, and shape of which were determined by an analysis of the length and the emotion of the response. When the visitor finished answering, the pebble merged into a sea of pebbles representing all of the interactions collected so far.

Visual interface design and data visualization by Studio Waltz Binaire

Building Spirit

The technical challenge of the exhibit was to have the system running for five weeks, seven days a week, eight hours per day. There were a lot of pieces talking to each other, and we needed to be able to track the feedback from thousands of visitors.

Spirit used a bespoke script to follow the conversations, and when the answers veered too far from what it had anticipated, it would send the answer to a chatbot API to find an appropriate answer. Unfortunately, the voice to text turned out to be not very reliable in the museum environment, so we focused on the scripted questions.

The technical setup consisted of two components: the audio booth and the large display facing it. To let Spirit know when somebody was present in the booth, we installed an Arduino with an ultrasonic sensor that communicated with an iPhone 6 via Bluetooth. The iPhone was connected to a directional microphone and a speaker.

Here is where the magic happened. On the phone, we ran a custom app. The app turned the voice into text using the Apple Speech Framework, and then analyzed the emotions in the answer using IBM Watson, an iconic AI developed by IBM, while also checking if the answer is in the pre-written script. If it wasn’t, it used another API to get an answer from the chatbot. The information about the answer and emotions was stored and sent to a custom program written in vvvv that communicated with the iPhone app via OSC.

Ambient noise was our biggest worry. It could have prevented the system from understanding visitors’ answers. Also, the position of the microphone was fixed, so reaching different visitor heights and voice volumes was a challenge. This actually proved to be a problem, as there were several interactions in which the voice was unintelligible.

The Data

One good perk of the interactive system is that we had real-time access to the data, so we could follow how well the installation and exhibition were performing, and what the audience was saying. After the exhibition ended, we found a bit more time to use Python and Pandas in the analysis, and Excel to plot the results.

We had a total of 8996 individual sessions with Spirit during the exhibition, about 10 percent of the visitors to the Design Museum.

The emotion recognition system that we used, IBM Watson, is not yet totally reliable (as an example, “yes” was considered a 100% J=joyful answer). But with the amount of data we gathered, the system was still able to give some hints about visitor moods. And the variations in mood could be correlated to external events. For example, we saw a peak in feelings of joy on the 24th, when London hit its highest temperature after a cold January.

When we looked at the answers, we discovered that they seemed more spontaneous and playful than others given via written questionnaires. They were also more honest, suggesting that for some people, sharing intimately with an AI might be less intimidating than talking to a human interviewer. Others, though, were critical and disconcerted. It became clear that it is important to start a dialogue about how we want to interact with AI in our daily lives.

Though the experiment obviously didn’t culminate in a fully-formed product to help the elderly, the interaction model helped us create the kind of AI we would need to build community and increase social interaction, and allowed us to test people’s reactions to emotional and intimate questions from an AI. The experiment also directly related to the work we do with design research. We frequently send design researchers out into the field to talk to people to learn more about their needs and habits, and how we can design solutions to fit their lives. Our work with Spirit begs the question—could even a design researcher be replaced by an artificial researcher at some point? For now, we don’t have a lot of answers, but this experiment helped us push our understanding forward, and we’re excited about the AI-driven insights that will come in the future.

In the top floor of London’s Design Museum, as dozens of visitors walk by and the rain hits the windows, a woman speaks with an AI bot called Spirit. It asks her how many partners she would like to have if she can live until she is 150. She giggles and answers. “Just one—and that is because my husband is next to me.” According to Spirit’s analytics, her answer is 33% sad and 12% joyful.

Technology
AI & Emerging Tech
could ai replace design researchers, technology, digital innovation, ai, emerging technology, artificial intelligence, ai strategy, user research, research, museums, arts and culture, experience design

Lindsey Turner

I’m passionate about building brands, products, and experiences that help organizations show up with meaning and momentum.

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Leader
Leaders

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.

My tween twins teach me more about technology and gen-alpha than the last decade of trend reports.
Making things that matter
Consumer Products & Retail
Media & Entertainment
AI & Emerging Tech

Rachel Young

My work helps organizations see who their products aren't working for—and build the will and the tools to do something about it

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Leader
Leaders
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.

The greatest project to which I’ve ever contributed is raising my two daughters with my husband.
Uncovering unmet needs
Consumer Products & Retail
Learning & Work
Media & Entertainment
Play
Public Sector

Brian Pelsoh

I lead with craft, ensuring our work is creatively excellent: rooted in deep human insight and imagination, while also grounded in the realities of business and technology.

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Leader
Leaders

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 love a good crit.
An inclusive, hands-on approach
Health
Learning & Work
Media & Entertainment
Public Sector
AI & Emerging Tech

Tony Wong

I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth.

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Leader
Leaders

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.

I have a thing for antique maps.
Developing China-led innovation and capabilities'
Consumer Products & Retail
Food
Learning & Work
Industrial & Manufacturing
Episode image

Building a personal AI for the messiness of life: Sida Li

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Podcast
Podcasts

Most AI products today are built for work—a space with clear problems and established systems. One founder noticed a gap: personal life is messier, harder to systematize, and mostly left behind by the AI boom. So she built Cue, a personal AI that lives inside iMessage and group chats, to go where the other tools haven't.

In this episode, Becca Carroll, IDEO's Chief Strategy Officer, talks with Sida Li, co-founder and CEO of Shared Context Lab, about staying anchored to a human need while the technology around her keeps changing shape, why she treats her business model with the same rigor she'd bring to a product, and what it feels like to build a company at this particular, disorienting moment in AI.

The conversation also gets into how Sida makes design decisions: the language Cue uses to describe itself, the tradeoffs behind building inside iMessage instead of a new app, and a real story about a business idea that didn’t pan out.

This is the second in a two-part series profiling founders from IDEO's Startups-in-Residence program. The first conversation is with Johannes Seemann, founder of Sooner, on designing GenAI for the emotional side of money.

Health
AI & Emerging Tech
Technology
Learning & Work
Episode image

Designing GenAI for the emotional side of money: Johannes Seemann

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Podcast
Podcasts

Most personal financial tools are built to run the numbers and optimize towards a budget. While that works for some, most people experience money as a lived relationship that does not neatly fit into a spreadsheet. Johannes Seemann and Becca Carroll discuss why money is emotional before it is mathematical, and what a human-centered approach to building a generative AI financial product looks like in practice.

Health
AI & Emerging Tech
Technology
Financial Services
Learning & Work
Episode image

The curious leader's edge in uncertainty: Scott Shigeoka

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Podcast
Podcasts

Mina Seetharaman talks with Scott Shigeoka, author of Seek and Head of Curiosity Cultivation at the Eames Institute, about what distinguishes genuinely curious leadership from performative curiosity, how power dynamics shape curiosity, and why practicing curiosity can restore energy rather than drain it.

Learning & Work
Episode image

How constraints make us more creative: David Epstein

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Podcast
Podcasts

Mina Seetharaman talks with David Epstein, author of Inside the Box and Range, about why total freedom often produces average work, how leaders can design useful limits on purpose, and what organizations such as General Magic and Pixar reveal about the relationship between boundaries and creativity.

Learning & Work
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