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Introducing China’s first sink dishwasher

Fotile, the country’s top kitchen brand, unlocks a new category.

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Case study
Case Studies
Breakthrough Products
Industrial & Manufacturing

IDEO and Fotile have had a relationship since 2009, working together on projects including a unified design language for product offerings, retail environments, and IoT strategy. For the dishwasher, IDEO and the Fotile research team came together for design research, shadowing Chinese families in different cities as they prepared meals from start to finish. Together they discovered that unlike in Western cooking, where several kinds of cookware are used for different dishes, Chinese cooks tend to use the same cookware to prepare all of their dishes.

That meant that the cookware needed to be cleaned several times during a single meal preparation, rather than once at the end. In this context, the sink serves different purposes over the course of cooking—it’s a place to wash and store prepped ingredients, rinse the cookware, and deep clean the dishes used in food prep and during the meal.

Based on this insight, IDEO made a list of product design recommendations that became Fotile’s Sink Dishwasher—a counter-level, multi-purpose appliance that specifically suits Chinese cooking habits. IDEO’s design guidance gave Fotile the confidence it needed to launch its product into the market, and served as a blueprint for the future iteration of Fotile’s Sink Dishwasher.

On March 25, 2015, six months after the project ended, Fotile launched the world's first sink dishwasher designed for Chinese families. Eight months later, its market share exceeded 30 percent, setting off a wave of innovation in the Chinese dishwasher category.

In 2016, Fotile introduced a three-slot dishwasher with an added compartment for cleaning fruit and vegetables—a direct response to a research finding that Chinese families are concerned about food safety. When this new model hit the market, Fotile’s dishwasher market share jumped to 41.1%. In China, Fotile is now synonymous with “sink dishwasher,” and the company has a widespread reputation among consumers as a symbol of a safe and healthy Chinese family kitchen.

Since its founding in 1994, Fotile’s Chairman, Mao Zhongqun, has made it his goal to “do nothing but build a high-end Chinese family brand.”

30%

Fotile Sink Dishwasher’s share of the market in China, just eight months after launch

41%

Fotile’s dishwasher market share after it launched a three-slot version in 2016

#1 selling brand

in the mainstream price segment of the Chinese dishwasher market as of August 2023
Despite the success of China’s technology industry in recent years, the country’s manufacturing companies are still working their way up in the value chain. Fotile is one of the few that has broken through. Fotile’s commitment to research and development enabled the company to break into the premium category—traditionally dominated by foreign brands—with a range hood optimized for Chinese cooking. But in its quest to become a primary brand, Fotile needed to evolve beyond one revolutionary product and create a suite of products that respond to China’s specific consumer demands. Next up? A dishwasher, which was fairly uncommon in Chinese households. In 2014, Fotile had a working prototype of a dishwasher that could fit in a kitchen sink, but manufacturers around them had failed to bring similar products to market. Fotile came to IDEO for help figuring out whether the device was something Chinese families would actually pay for.
Fotile locks its primary brand status with a second kitchen appliance.
Fotile builds on its primary brand status with an in-sink dishwasher.
Fotile
China
Fotile
Introducing China’s first sink dishwasher, Fotile, manufacturing innovation, industrial design, brand strategy, brand design, brand identity, brand experience, product design, new product development, prototyping, rapid prototyping, design sprint, user research, customer research, consumer insights, understanding user needs, how to build a brand, innovation, strategy, research, product development, retail, what do customers want

Growing a brand for modern Chinese parents

China’s BoAo Group expands from an auto industry manufacturer to a lifestyle brand for modern families.

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Case study
Case Studies
Breakthrough Products
Creative Capabilities
Consumer Products & Retail

BoAo Group’s idea to design a new baby car seat was fueled by a newly revised minor protection law, which made using child safety seats mandatory beginning June 1st, 2021. As ZUOWE and IDEO looked around China’s emerging car seat market, the team noticed a singular focus on safety and safety features across most international and domestic brands. There was a clear opportunity for a new product that could meaningfully differentiate itself by not only providing safety features but also meeting the needs of modern Chinese parents.

To kick off the project, the IDEO team needed to answer two questions: What matters to the new generation of parents in China? And how will their style and approach to parenting affect their expectations for baby car seats? Taking into account the potentially different consumer needs in different geographies, the IDEO team headed to Shanghai, a city with more than 25 million people, and the city of Taizhou in Zhejiang province, which has a population of 2 million. They conducted in-depth home visits to local families, visited many brick-and-mortar mom-and-baby shops, and interviewed people like specialized nurses, parenting experts, and child psychologists. 

Despite the differences between the two cities, IDEO discovered commonalities during consumer conversations. Young Chinese parents were experiencing a perceived identity gap. As individuals, they felt they had distinct personalities and a clear sense of self. They actively expressed themselves through their clothes and belongings. But when they became parents, this sense of self weakened or disappeared completely.  Their identities shifted to being someone’s mom or dad overnight. This new generation was eager to show their unique approach to parenthood as they used to express their sense of self. But many products were designed for children, with little regard for parents. 

This core finding helped set the direction for the new baby car seat design and brand Maple&Co. However, there were still two significant challenges to overcome. One, IDEO needed to design a product with stringent technical regulations and standards on a tight timeline—ZUOWE wanted to launch the new car seat at an important industry trade show within the year. And two, the team had to help the organization transform its thinking and ways of working to be more consumer-centric.

BoAo’s strength lies in its 20 years of experience developing and manufacturing car seats for major domestic and international automotive brands. This gave the company an edge in overcoming technical barriers and driving mass production. But its engineering and manufacturing mindset had become a barrier to transforming into a D2C brand. With such ingrained ways of working, pivoting to a more creative process can be hard. 

To address this hurdle, IDEO set up co-creation workshops, bringing together ZUOWE’s newly formed baby car seat team and manufacturing experts from their factories to discuss design direction and details early on. The benefits of the collaboration were clear: It was easy to share feedback in a timely manner and make product design decisions very quickly. When IDEO presented a design that emphasized natural textures during a workshop on brand positioning, a member from Bo Ao’s manufacturing team said, “This feels very different. This could become a major selling point,” and that they had “never seen” anything like it done by other baby car seat brands.

Early sketches exploring the real user scenarios of baby car seats

A year after working together, ZUOWE Technology launched Maple&Co and the new Maple baby car seat across its main e-commerce channels. Modern and minimalist in soft natural colors and wooden veneers, Maple appeals to the aesthetics of young parents in China. Despite a series of micro COVID outbreaks in China, within three months, Maple had already achieved better-than-predicted sales and received favorable comments about the look and quality of the car seat from parents. Fast forward two years, additional collaborations with IDEO have enabled the young startup to grow its child travel portfolio from a signature car seat into a more holistic offering that includes highly functional, fashionable, and adaptable car booster seats and strollers that thoughtfully address the needs of modern Chinese families across various life stages at home—and on the go.

China's minor protection law mandated the use of child safety seats beginning June 1, 2021.

Despite incoming regulations fueling a surge in purchases, car seats on the market rightly prioritized safety but did not consider the emotional needs and lifestyle preferences of a new generation of Chinese parents.

1 year

after the project ended, a new, differentiated baby seat product and brand, Maple&Co, launched

Top 6

during the 2023 “Double 11” shopping festival, Maple&CO secured the 6th spot on Tmall's new brand pre-sale list

As a business-to-business (B2B) company, BoAo Group has been developing and manufacturing car seats for decades. But the organization wanted to see if it could use its core manufacturing capabilities to expand into a direct-to-consumer (D2C) business and unlock a new growth stage. After the successful collaboration with IDEO and the launch of ZUOWE, the home office chair brand, in 2021, BoAo decided to leverage its new operational knowledge and continue applying its core capabilities to create more consumer products. It registered a new company focused on building new D2C product categories, ZUOWE Technology, and approached IDEO to design a new baby car seat for the modern generation of Chinese parents. In 2022, ZUOWE Technology launched the minimalist baby seat and a fresh, contemporary brand, Maple&Co, to much consumer acclaim. Building on these successes, Maple&Co and IDEO continued working together to grow the young startup’s D2C line of functional and fashionable travel products, including baby strollers and toddler booster seats.
BoAo Group breaks out of the automotive seat category to create products for a new generation.
BoAo Group breaks out of the automotive seat category to create products for a new generation.
BoAo Group
China
BoAo Group
Growing a brand for modern Chinese parents, BoAo Group, consumer products, retail, consumer experience, retail innovation, brand strategy, brand design, brand identity, brand experience, product design, industrial design, new product development, venture design, new business creation, business model innovation, growth strategy, business growth, scaling innovation, mobility design, future of mobility, employee experience, workplace design, team collaboration, design for children, family experience, youth experience, understanding user needs, how to launch a new business, how to build a brand, innovation, strategy, customer needs, product development, startup, transformation, mobility

How a $4000 vet bill sparked innovation at American Express

American Express and IDEO teamed up to design features that offer Card Members more payment control and flexibility.

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Case study
Case Studies
Strategic Futures
Breakthrough Products
Financial Services

“Over a year ago, I had to take my cat to the vet for an unexpected and expensive surgery,” says one Card Member. “To be honest, I still don’t know if I’ve paid the bill off.”

Many crave the flexibility to pay for large purchases over time, but also want to avoid the pitfalls of debt. Others rely on debit or cash for small items—no one wants to accumulate interest on a cup of coffee, lunch with a friend, or box of Kleenex—but then miss out on valuable rewards.

American Express worked with IDEO to help them attract new customers by understanding what financially stable young adults wanted in a credit card. The team began by interviewing more than 120 millennials to understand their payment behaviors around debit and credit, and how they think about borrowing and spending.

One person described the monthly panic of receiving his bill—described as “statement shock”—and his habit of making multiple payments before his billing cycle closed to ease this anxiety. Others were wary of credit because of a large veterinarian bill or financial mistakes made in their 20s, and relied on debit because it felt safer than accruing a balance to pay off. Overall, the team learned that many consumers experience anxiety about paying their bills. And while financial products that offer more flexibility and control have been needed for years, they are especially valuable in times of economic uncertainty like today.

Based on this research, IDEO prototyped, iterated, and refined two concepts, with frequent feedback from users and the client. Called Pay It Plan It, this feature offers financially responsible consumers more transparency, confidence, and control.

Pay It allows Card Members to quickly pay for small purchase amounts under $100 with a few taps in the American Express mobile app. When that purchase shows up on their account, they can choose “Pay It” and still earn rewards on the purchase. This ensures Card Members can take advantage of rewards while lowering their monthly bill by paying for smaller items throughout the month.

With Plan It, Card Members can split up larger purchases of $100 or more—like an emergency trip to the vet or a new sofa—into equal monthly payments, with a fixed fee and no interest. When the purchase appears in their account, they can select “Plan It,” and will be offered up to three monthly payment plans, ranging from three to 24 months. Each plan comes with a fixed monthly fee and no interest. Card Members know exactly how much they have to pay each month, so there are no surprises. And if they pay the purchase off early, they no longer have to pay any future plan fees.

The design of Pay It Plan It did not come without challenges: Bill pay is critical, complex, and highly regulated. Pay It Plan It required a significant internal financial and technical investment, which was achieved after IDEO shared many of the emotional, compelling stories from credit card users with leaders at American Express.

The team worked closely with the American Express regulatory and digital teams to ensure compliance and seamless integration into the mobile app and website’s user experiences and interfaces. To heighten the sense of competence, control, and transparency for users, the designers focused on small interactions like status animations, proactive suggestions, and straightforward language. These interactions help Card Members anticipate upcoming payments and clearly understand Pay It Plan It.

Plan It was designed with transparency, control, and accessibility in mind: The payment plan fee is displayed in dollars to give the customer certainty over their total costs.

Initially, the team set out to create a new credit card with the needs of young adults in mind. But IDEO and American Express realized that Pay It Plan It could be scaled across existing credit card products to ultimately benefit and attract more Card Members. Now, almost all U.S. American Express Consumer Card Members have access to Pay It Plan It through credit cards, co-branded cards, and the well-known Green, Gold, and Platinum Cards. Since launching in 2017, Card Members have created nearly 5 million Plans, totaling nearly $4 billion in purchases, with an average Plan size of $789. Millennial and Generation Z Card Members have created approximately 44 percent of these Plans.

The flexibility and control offered through Pay It Plan have earned American Express positive press, including a call-out in The New York Times for being among solutions that “make it easier for their customers to borrow money, and to manage their monthly cash flow.”

At first glance, design-led innovation may seem difficult to achieve in large, established organizations like American Express, operating in a highly regulated and deeply rational industry. But the IDEO and American Express team successfully found ways to introduce new behaviors like rapid prototyping, cross-discipline collaboration, and leading with emotional customer stories within the existing organizational culture and structure. American Express has since established a permanent Pay It Plan It team dedicated to evolving the feature. Made up of employees across departments, this points to a new and collaborative team structure for the company.

By seeking to understand the human behind the Card Member, American Express has transformed credit and financial services for the better, helping both to be defined by empathy, utility, and transparency.

Whether it's a replacement laptop, outdoor patio furniture, or faulty car transmission, many people need or want to make larger credit card purchases they can't pay off at the end of the month and end up accruing interest.
American Express and IDEO teamed up to design features that offer Card Members more payment control and flexibility.
More payment control and flexibility for American Express members.
American Express
American Express
How a $4000 vet bill sparked innovation at American Express, American Express, financial services, fintech, financial innovation, financial services innovation, banking experience, financial inclusion, mobility design, future of mobility, innovation strategy, business innovation, design innovation, how to innovate, innovation, strategy, research, prototyping, rapid prototyping, transformation, organizational culture, mobility

The bold publishing strategy that turned a traditional newspaper Into a digital leader

How bucking the trend of round-the-clock digital publishing led to an enormous payoff for The Times and The Sunday Times

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Case study
Case Studies
Breakthrough Products
Creative Capabilities
Media & Entertainment
Technology

For more than two centuries, The Times held a strong reputation as a storied British newspaper. Then came the digital deluge. Publication after publication began adopting a relentless online publishing schedule aimed at capturing eyeballs and subscribers, and guarding against waning advertising sales and print readership. But The Times and its sister publication The Sunday Times thought there might be a different way forward.

As Editor John Witherow explains, “the power of an edition” had long endured at The Times, but began to erode amid a round-the-clock breaking news cycle. Witherow didn’t want to do away with editions, but rather to update the model for the digital age. Times owner News UK approached IDEO in 2014 to explore exactly that: what the edition of the future might look like and how its design could drive revenue and subscribers.

IDEO’s research and design phase included interviews with readers, journalists, editors, and marketers at News UK. The team found that people’s reading modes vary—some reflecting new digital behaviors and others adhering more closely to paper-reading styles.

Readers, the team learned, chose The Times for its editorial opinion: a perspective that cuts through the overwhelming flood of information. They viewed the daily Times and weekend Sunday Times as one paper, despite the organizational distinction. And they were proud of their choice, valuing the papers’ consistency, trustworthiness, balance, and authoritativeness. Readers wanted these qualities distilled in a digital edition, whether on a smartphone, tablet, or on the web.

Those insights led to strategic recommendations spanning digital products, editorial, advertising integration, online membership offers, and social sharing. But the boldest among those was a publishing strategy that seemed to run counter to media trends: abandoning a real-time approach in favor of publishing separate digital editions.

The Times in March 2016 introduced an editions-based publishing schedule, with new editions available across all platforms four times each weekday: overnight, 9am, noon and 5pm; the weekend schedule shrank to three editions. A year in, they had broken that schedule fewer than a dozen times—making exceptions for major moments like the terror attack in central London and David Bowie’s death—but even in those cases, The Times refrained from incessant updates, instead resuming its regular pacing.

“The way we’re publishing now, taking our time over news...taking a more considered view of the world, it’s helped us offer something different from everything else,” digital news head Alan Hunter told Digiday in 2018. Readers demonstrated that this different approach was something they’d been wanting.

In the first half of 2016, new paying-subscriber sales were up 200% as compared to the same period in 2015. At the end of June 2016, there were 413,600 subscribers to The Times and The Sunday Times, up 3.4% from a year prior. Of those, 182,500 were digital-only subscriptions—a 6% rise and a notable figure given how much online news can be obtained for free.

Through collaboration with IDEO, News UK's own digital teams capabilities grew, enabling them to implement and evolve their new digital strategy. The capabilities of the newsroom grew, too: “The decision to move to four editions a day has freed up tremendous resources to focus on big stories,” says Emma Tucker, Editor of The Sunday Times—the kind of stories that "supercharge engagement." The approach is working: By August 2019 digital subscriptions had increased 19% year-on-year to 300,000, showing the progress the legacy publisher has made in attracting readers to its online proposition. Total subscribers for the two titles' print and digital products now stand at 539,000, and their websites total five million registered users.

More than 230 years after its first edition was published, the new Times has established solid footing in the digital age and designed its own future—one based not on the habits of its competitors but on its legacy and the reading behaviors of its audience.

How bucking the trend of round-the-clock digital publishing led to an enormous payoff for The Times and The Sunday Times.
Bucking the trend of round-the-clock digital publishing.
News UK
North America
News UK
The bold publishing strategy that turned a traditional newspaper Into a digital leader, digital publishing, news media, news experience, news consumption, News UK, media innovation, entertainment, digital media, technology innovation, digital products, digital transformation, digital experience, digital product design, UX design, creative leadership, leadership development, how to design a digital product, innovation, strategy, product design, research, transformation, leadership, creativity

Thoughtless Acts: Mobile hat rack

Thoughtless Acts: Mobile Hat Rack. The intuitive ways we adapt and react to things in our environments

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Article
Articles

We met a beer and sausage vendor in Germany who keeps an array of hats stored on his gearshift, a humorous-looking makeshift hat hook. When we asked him more about it he explained that he often sells his wares at football games, so it’s important that he wear the right football club’s hat. “One time, when I wore the wrong one by accident, they called me an ass and tipped the van over,” he said. “You always have to howl with the wolves.”

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.

No items found.
thoughtless acts mobile hat rack, thoughtless acts, mobile hat rack, human centered design, design thinking, photography, visual design

11 magazines that keep us inspired

Learn which glossies inspire IDEO designers all month, every month

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Article
Articles

You can’t beat the smell of fresh ink, the texture and weight of high-quality paper, and the sound as you flip through the pages. When holding a magazine, I’m not simply reading it—I’m immersed in it.

I asked my fellow designers which publications they find the most exciting, and I’ve included a few of my favorites, too:

1. Apartamento

Yes, I suppose it’s an interior design magazine, but instead of focusing on beautiful, minimalist, multi-million-dollar houses (not that there's anything wrong with that), Apartamento covers real, lived-in homes and the creative people who occupy them. Raw portrait photography, cluttered spaces, and intimate interviews show how people really choose to live. Based in Barcelona, Spain, it’s survived through subscription revenue and a higher newsstand price, and has bucked the trend of featuring numerous ads or sponsored content. Plus, its perfect novel size, centered layout, patterned spine, and chunky typography are delightfully raw and unfussy. —Lindsey Turner, IDEO Cambridge

2. B

B magazine is published in South Korea. Every issue, it takes an advertisement-free, documentary approach to a single iconic brand. It’s covered many amazing brands, from the luxury to the mundane, including LEGO, Ray-Ban, and Bic. Each issue goes deep into the people, history, evolution, products, experiences, and philosophies of the brand it covers. Fans and collectors are also often included. I recommend it to anyone who likes branding and brand strategy, or just loves products and design. The many ways it looks at a brand and all its expressions goes far beyond simple identity and logo. —Clark Scheffy, IDEO San Francisco

3. Banana

In 2014, first generation Asian-Americans Vicky Ho and Kathleen Tso launched Banana magazine, a lifestyle magazine dedicated to exploring the intersection of Eastern and Western cultures. Ho and Tso are not claiming to be experts in Asian culture, but rather are discovering it right alongside their readers. Their goal is to understand what this third identity—neither Asian nor American, but Asian-American—means. As a designer, I think it’s fascinating to understand how cultures can blend together. With the growing influence of Asian countries on design trends, this magazine is relevant, vibrant, and bold, and offers great graphic design inspiration. —Coline Prevost, IDEO Palo Alto

4. [BranD]

[BranD] is a Hong Kong-based magazine that explores communication design in visual art, advertising, products, graphic design, and architecture. It brings together designers, artists, art directors, marketing specialists, and business-minded people of all stripes to share new ways to express ideas and brands visually. I'm an avid reader of [BranD] for inspiration in my craft; it's a great vehicle to stay connected to the ways other designers are stretching their own skills and building their crafts in a discipline—comms design—that is always evolving. —Joshua Lavra, IDEO San Francisco

5. Cat People

Cat People is an English-Japanese bilingual magazine featuring interviews and works by cat-obsessed artists, designers, photographers, and writers. It’s only in its first issue, but it’s already sold out. I’m very excited for future editions because this magazine promises magnificent inspiration for design and feline die-hards (like me). —Camden Foley, IDEO Palo Alto

6. Cereal

Cereal is a biannual travel and style magazine based in the United Kingdom. Each issue highlights engaging interviews and stories about unique design, art, and fashion on a specific theme, such as sustainability or desire. I’ve followed this magazine since its inception in 2016 and have every issue to date. Cereal’s publisher offers beautiful magazines, city guides, art prints, and even a children’s book—all with some of the best photography and design I’ve ever seen. —Camden Foley, IDEO Palo Alto

7. The Collective Quarterly

The Collective Quarterly is a magazine about travel and creativity across the U.S. The magazine staff—a rotating team of writers, photographers, illustrators, and other creatives—visits small towns or regions around the country to interview artists, creators, and other cornerstones of local life. As a photographer, the exceptional photography caught my eye, particularly that of one of the co-founders, who still shoots film photos like I do. It’s inspired me to get out with my camera more often. I recommend the magazine to anyone who seeks a deeper appreciation of creativity in intimate communities, hopes to explore non-urban corners of the country, or wants to bask in the magic of film photos. —Tara Safaie, IDEO San Francisco

8. Drift

Back when I was a barista, my mornings were spent adjusting the espresso machine's grind and my tamp to each bean's age and provenance. I learned that coffee is ubiquitous, yet highly circumstantial; you can find it in virtually any city, and yet each urban environment and its inhabitants have radically different rituals, cultures, and methods of consumption for this most essential drink. Drift transports its readers to different cities and their respective coffee cultures, allowing readers to intimately engage with new adventures in new places through a common cup of joe. —Adam Cristobal, IDEO Palo Alto

9. The Gourmand

As we reach the peak of our food media zeitgeist, The Gourmand has emerged as one of the leading alternative voices in the space, covering everything from new ways of visualizing food emoji to Georgia O'Keeffe's strict diet. Boasting both witty writing and distinct art direction, the magazine offers a unique perspective and inspirational fodder to foodies, designers, and creatives of all stripes as we look for more visually appetizing ways to engage with the world. —Adam Cristobal, IDEO Palo Alto

10. Offscreen

Offscreen is a print magazine published three times a year, as well as a weekly newsletter, that takes a thoughtful, human-centred approach to technology. It’s is a slow counterbalance to the fast pace of popular media, exploring creativity and design through introspective writing and thoughtful human stories. Offscreen is a proponent of the “slow web,” celebrating the idea that not all that is instant and convenient is necessarily good for us. —Nathan Paterson, IDEO Tokyo

11. Surface

Surface is a New York magazine that covers a little of everything—design, architecture, fashion, culture, and travel. I picked it up because I judge magazines by their covers. Each cover features a great close-up portrait of a creative person—an architect, musician, industrial designer, etc. The portrait is paired with restrained, Swiss-style black typography and a grid well versed in white space. The magazine examines culture through the lens of design and has a whiff of one of my favorite blogs, Sight Unseen. It's conspicuous consumption for sure, but sometimes that's what magazines are for. —Lindsey Turner, IDEO Cambridge

Next time you want to explore cutting-edge design—or just enjoy a little eye candy—crack the cover of one of these magazines for an inspiring read.

Thanks to the digital revolution, fewer and fewer of us are getting our hands on paper copies of books, magazines, or newspapers these days. Online subscriptions and digital versions can fill the void, but sometimes, picking up a glossy magazine is simply the best way to absorb inspiration.

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11 magazines that keep us inspired, media, visual design, inspiration, creativity, creative confidence

Why your office needs a laugh detector

How one data scientist set out to track the volume of laughter as a measure of success

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Article
Articles

As a data scientist, this idea got my gears turning: What if I could use machine learning to build a laugh-detecting algorithm?

Prototyping is a great way to explore how emerging technologies will play a role in our connected future. But instead of focusing on how we will teach our machines to sense human behavior, I’m interested in designing what we will do with the information our devices are learning. In a world filled with machines that learn and interact with us, it’s important that they are able to respond to all parts of our humanity—including the things that make us laugh.

I wanted to see what kind of laugh detection prototype I could build in a few weeks. Here’s how I did it:

1. Building the algorithm

To build the laugh-detecting algorithm, I knew that I wanted to use deep learning, so I turned to Keras, a programming library which makes creating neural networks fast and simple. To train the laugh detector, I needed to use sequences of audio as the input and predict whether or not laughter would result as the output. Fortunately, I found Audioset, a collection of over two million 10-second audio clips with labels from over 6,000 categories. Using a subset of the Audioset collection that is half laughter and half speech, I was able to get a laughter detection model running with 87 percent accuracy within a few days.

After creating a training dataset, I got started on the machine learning challenge. The Audioset data does not contain the extracted raw audio, only a 128-length feature vector for each second of input, which is created using a convolutional network operating on the raw audio spectrogram. These feature vectors will be the input for the machine learning algorithm, and the output will be a binary label of whether the input contained laughter. Since I am working with a relatively large dataset, I wanted to use some deep learning methods, so I turned to keras, an API that makes creating and training neural networks extremely simple, while still leveraging the computational efficiency of optimized tensor computation libraries like TensorFlow and Theano.

This is all you need with keras to build a model

Since the model input is sequential, I wanted to try a recurrent neural network first. I started with a single layer LSTM model that quickly converged to 87% accuracy. Learning from the code in a very similar project, I found that applying batch normalization to the LSTM input was very important for getting the model to converge. One of the headaches of deep learning is that seemingly trivial details like this can have a large impact on convergence. I was happy with the performance of my first LSTM model, but I decided to try out a couple more options before moving on. I tried a 3-layer LSTM (because if one layer is good, three must be better), then I tried a simple logistic regression model to see if the fancy RNN architecture made a difference. The models performed with 88% and 86% accuracy, respectively, which showed me that, in this case, more layers did not equate to more power.

Ultimately, I ended up choosing the single layer LSTM, even though it was larger than the logistic regression model, because it was able to handle variable length input. The training data was all sequences that were 10 seconds long, but I wanted the laughter detector to be able to respond quicker than that. While the logistic regression could only operate on input that was the same length as the training data, the LSTM model can still operate on any input length, as long as it is split into one-second chunks.

To take the trained model and run it as a live laugh detector, I put together a python script that pulled together a few different steps. First, the audio is captured from the microphone using pyaudio and chunked into three-second clips. (The length of these clips is an adjustable parameter.) The raw audio is then fed into the pre-trained vggish network and converted to a sequence of feature vectors with the same parameters I used for creating the Audioset training data. The sequence is then fed into the trained LSTM model, and the laughter prediction score is returned and written to a timestamped .csv file. By default, the raw audio is then discarded, and only the score is saved. That way, there are no concerns about storing or transmitting anyone’s private conversations. By running the audio capture and processing in separate threads, I was able to run this continuously without any lag on my laptop.

2. Designing the experience

Once I had the ability to measure laughter, I had to tackle the real design challenge: How do we implement the laugh detector in project spaces without making it seem obnoxious or creepy?

I enlisted the help of a few smart colleagues to approach the challenge from multiple angles: a software designer experienced in designing for play, an environments designer to explore how the detector would show up in a project space, and a communication designer who’s written on the science of laughter.

We had a brainstorm around what we might be able to do with a laughter detector, and the ideas poured in. Perhaps we could use laughter as a weekly indicator of morale (similar to Bhutan’s gross national happiness), or host a competition between project teams for who laughed the most? If we could determine when people are laughing, maybe we could figure out why they are laughing, too. We could determine when laughter is genuine or just polite, which jokes are the funniest, or even measure who is laughed at the most.

Some of the more wild ideas included a gif of an IDEO Chicago director Jon Wettersten (below) who laughs along with us, or an alert that would play videos of clowns if we went too long without laughing.

Ultimately, we wanted to select ideas that would give teams insight into their laughter, but not be too intrusive or prescriptive.

Information systems shouldn’t overwhelm users—particularly when that information concerns people’s moods. There are times when it’s appropriate to not be laughing; you don’t want your smartwatch telling you to laugh more during your grandma’s funeral. And if we were to build a device that listens for laughter, we'd need to make sure that we communicate and maintain people’s expectations of privacy.

With all this in mind, we narrowed it down to two concepts that we would take forward into the prototyping phase.

3. Hatching prototypes

The first thing we made was a simple information dashboard built in Dash. We referred to this design as a “FitBit for laughter,” as it was meant to help teams set goals and measure their progress towards those goals.

This raised the the question, what if you could track your emotional health in the same way that you tracked your physical health? What kind of goals would you set? What would your “laughter workout” look like?

To start, we measured laughs by time of day over a period of 24 hours, laughs per day over the past week, and how close teams are to achieving a daily “laugh quota.”

The second prototype used the output of the laugh detector to control the color and intensity of a Hue lightbulb. When there is a lot of laughter in a room, the light glows a bright yellow to mirror the warmth that laughter brings to a space. When there is less laughter, it transitions to a dim blue to help teams stay calm and focused. In this way, the environment responds to the activities and emotion of its inhabitants.

What if the smart systems we create could react not only to a user’s presence or interaction, but adapt to the user’s mood? How might we design smart systems or spaces that are emotionally responsive?

What if you could track your emotional health in the same way that you tracked your physical health?

4. User testing

We wanted to see how people would react to the laugh-bulb, so we got a few colleagues to sit down and test it out. The original plan was to play funny videos to stimulate laughter, but as soon as people sat down, they started joking so much, the videos were unnecessary.

Laughter is a reinforcing behavior; when you laugh, the people around you laugh too, creating a virtuous cycle that can leave you laughing until you’re sore. Seeing the light grow brighter as the room fills with laughter adds energy to that cycle. The group that came in to test the laugh-bulb ended up laughing so much that you could hear them throughout the studio.

WATCH: Testing the laugh-bulb prototype.

Next up, I’d love to put these prototypes in front of more people to see whether quantifying laughter can affect their mood. And I'm left wondering, which emotional or mental health signals could be measured and recorded next?

As more aspects of our lives are recorded, we are going to be able to quantify and improve our lives in ways we can’t yet imagine. Let’s design these systems not just to make us smarter, but to make us more joyful, too.

Play goes hand in hand with innovation. I learned this from Brendan Boyle, director of IDEO's Play Lab, who says that if you measure the amount of laughter in a project space, the teams who chuckle most are also the most successful.

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why your office needs a laugh detector, technology, digital innovation, innovation, play, creativity

How to motivate a team to pull off the impossible

These life-size origami installations are built by creative leaders at IDEO

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As soon as the rain stopped, we got on our bikes to survey the damage. We saw the flowers on the horizon: droopy and sad-looking. Then, suddenly, they started illuminating, one after the other—opening up, blooming. To this day, we still don’t know how they came to life. But the sight was exactly what we had envisioned. Better even.

Blumen Lumen, FoldHaus Collective's first project.

That was 2014: the official start of FoldHaus Art Collective. Since then, our art installations have become bigger and more audacious. Shrumen Lumen, five massive, origami mushrooms, followed in 2016 (they’re now on exhibit at the Smithsonian American Art Museum), and we most recently built a five-story tall, geodesic sphere covered with 42 origami shells called RadiaLumia.

Each project takes months to design, prototype, and build. Which means I often get asked: Why do you spend your nights and weekends doing this when you have a fulfilling day job as a creative leader?

For me, it means that I get to work with a bunch of other creative types who pitch in to build something beautiful that’s bigger than what any one of us could do on our own. I get to work with my hands in a way that’s rare in my day job, and every project stretches my own sense of what’s possible.

And because FoldHaus projects are always a group effort, we need to broaden the question: Why do any of us—between five and 30 volunteers contribute to our projects on any given weekend—give up sleeping in to solder? Or skip the beach to code LED patterns? As one of the leaders of the group, I have learned a few things about what it takes to build a strong community and take a bold vision from a Post-it to the Playa.

Here are the 5 principles that have helped this team pull off increasingly ambitious projects:

RadiaLumia's final form, debuted at Burning Man 2018.

1. Set an audacious—and contagious—vision

Drawing in a team requires not only that you love your idea, but that others do, too. After all, if you’re asking them to volunteer their time, they’ve got to be pulled in week after week, when they could easily be at the taco truck.

Blumen Lumen was a hit because everybody loves flowers. With the Shrumen Lumen, it took some convincing—many worried about associations with 'shrooms at Burning Man. This year, I made sure to test out the RadiaLumia concept with a few key members of the team, so I knew I had broad support. The buy-in worked, and has yielded our biggest team of volunteers by far.

The bottom line: Pressure-test your idea early—before you get too attached to it—so others will want to join up and help you realize the vision.

2. Stand on your own shoulders

Leading people to a grand vision is impressive only if you can actually pull it off. Ladder up from where you (and your team) actually are to where you want to go. And, acknowledge that it may not all happen at once.

Even before our Blumen Lumen, we built three shade structures for Burning Man. One was a disaster, but we learned from it. Now, we ensure that we are leveraging all we mastered the previous year to create the next installation. People are drawn to us because of our bold vision, but they stay with us because they know we have what it takes to make it happen.

The bottom line: Learn from previous outings that you can get over the mountain, so you can ask people to stretch and meet a new challenge.

Folding the origami pieces looks easier than it is.

3. Make it accessible

Part of the fun of leading a creative team is building camaraderie and community. But that can be constrained if a project requires too much specialized knowledge. Ensuring that part of the project is achievable by those without technical or unique skills is key to drawing a crowd when you need it.

On all of our projects, a big part of the effort is folding the plastic origami pieces. That requires pure manual labor, and anyone can be trained to do it, so we hosted all-hands-on-deck build parties every weekend leading up to Burning Man.

The bottom line: If you want to draw a crowd, create easy ways for people to participate without specialized expertise.

Making RadiaLumia a reality required many steps, including the configuration of 42 individual LED controllers.

4. Leave room for individual passions

When people are motivated to do something, get out of their way and let them go for it. Given the freedom, teammates will create something together that’s more amazing than what a single creative leader could pull off. Set the vision, then let people self-select into groups to get it done.

With RadiaLumia, no one person knows everything that’s going on at every given moment, which is kind of scary but also amazing, because it’s coming together despite—or because—of that!

When we shared the vision at the kickoff meeting in February, there were a bunch of people who’d only just met. Within minutes, they were already troubleshooting light placement. By the end of the afternoon, they’d demonstrated a cool light show—on day one! We now have several self-directed teams that are loosely connected, but working independently.

The bottom line: If you create a compelling enough vision and rough guardrails, you’ll create the conditions for people to self-organize in a way that will surprise you.

The (dusty) installation process at Burning Man.

5. Embrace ambiguity

The beauty of large-scale creative endeavors is in all of the unknowns. Try to remain flexible about who realizes the vision (and how).

Each year there are moments of extreme uncertainty. Weeks before installing the Shrumen Lumen at Burning Man, the origami kept getting stuck when we tried to pull the stems over the steel substructure that would anchor them to the ground. This was completely unexpected and took two weekends to debug. (Spoiler alert: We fixed it, but not without panic!). Troubleshooting is part of the process.

The bottom line: Expect the unexpected, and look for the beauty and lessons in it rather than the difficulty.

One of the most rewarding parts of FoldHaus is that while I may set the vision, once we pull off a communal project, the whole team feels immense ownership and pride. Being able to share both the process and the result is what makes the late nights and desert rainstorms worth it.

See RadiaLumia come to life at Burning Man 2018.

Also: We’d love to hear about your ambitious team efforts, at Burning Man or elsewhere, using the hashtag #MakerArt.

Special thanks to Amy Bonsall for her massive help crafting this story.

We’d been working 16-hour shifts to install our art piece, a series of 10 larger-than-life, undulating, mechanical origami flowers. It was our first big build at Burning Man, and it took way longer than we expected to set up. After days, the flowers still weren’t working. Then came a torrential rainstorm.

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how to motivate a team to pull off the impossible, leadership, flowers, nature-inspired 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.
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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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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.
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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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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.
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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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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'
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Building a personal AI for the messiness of life: Sida Li

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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.

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Designing GenAI for the emotional side of money: Johannes Seemann

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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.

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The curious leader's edge in uncertainty: Scott Shigeoka

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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.

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How constraints make us more creative: David Epstein

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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.

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