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Using data to connect global teams

Helping a multinational company connect staff members across locations and identify new areas for growth.

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

In 2017, IDEO acquired longtime partner Datascope and integrated the company’s data scientists and engineers. Datascope team members aren’t just passionate data scientists; they’re human-centered designers who happen to work with data, as illustrated by successful collaborations like this one:

If Procter and Gamble (P&G) were a city, it would be the size of Boulder, Colorado. The company employs more than 100,000 people in 70 countries. Its research and development team is made up of more than 20,000 specialists working across locations, languages, and areas of expertise, from cleaning chemicals to paper products to over-the-counter medications.

P&G approached Datascope to help the company connect these researchers to one another and the rest of the organization. In working with P&G leaders, Datascope found that the company needed a better way to access and leverage employee expertise. Managers routinely got requests from researchers looking to work with others in their subject areas, but didn’t know how to identify the right partners or set them up for fruitful collaboration.

Datascope gathered internal data, including unstructured research data on the scientists’ interests and who they partner with most often. The team used that information to develop two new systems that bridge the gap for P&G researchers and managers. The first is an internal search engine that lets managers quickly find and connect the right experts across P&G offices worldwide. The second is a data visualization tool that highlights subject areas ripe for more collaboration among experts and research teams, who may already be asking similar questions. This intelligent tool can surface relevant, timely information managers need to connect their teams.

P&G already had a practice of collecting information for product research, but it wasn’t until Datascope came on the scene that the company took advantage of large, multi-layered data sets and made them more intelligent, so leaders could expand P&G’s expertise through new global partnerships.

Helping a multinational company connect staff members across locations and identify new areas for growth.
Growing a multinational company by connecting staff members across locations.
Procter & Gamble
North America
Procter & Gamble
Using data to connect global teams, Procter & Gamble, consumer products, retail, consumer experience, retail innovation, growth strategy, business growth, scaling innovation, employee experience, workplace design, team collaboration, data strategy, data driven design, data visualization, innovation, strategy, research

Crunching customer data to deliver better smartphones

Helping a big tech firm turn mountains of customer feedback into product improvements in real time.

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

In 2017, IDEO acquired longtime partner Datascope and integrated the company’s data scientists and engineers. Datascope team members aren’t just passionate data scientists; they’re human-centered designers who happen to work with data, as illustrated by successful collaborations like this one:

The second a smartphone debuts, buyers, bloggers, and journalists begin writing comments and reviews—and users start troubleshooting. Motorola Mobility wanted to tap into this river of data, but didn’t have the right tools to collect and respond to it.

Motorola’s design, engineering, and service teams hoped to identify product problems early, address them quickly through customer support, and ultimately fix them in future releases.

So Datascope built a custom engine that aggregates and analyzes feedback from hundreds of millions of phrases and internet references, drawn from consumer sites, user forums, news coverage, social media feeds, and product reviews. The tool parses key, product-specific information and routes it to the right Motorola teams: hardware, software, connectivity, and interface design, to name a few.

The analytics and visualization engine not only studies product performance in real time, but it also uses algorithms to gauge customers’ emotional reactions: Do they like the phone or hate it? Do they have complaints? Are they recommending it to friends?

Datascope’s tool translates all this data into simplified to-dos that are sent to the correct service and repair staff before user issues can mar a product launch or even the company’s reputation. And as engineers discover more about how a phone performs in the real world, they learn how to avoid making similar mistakes in the future.

The tool proved valuable as soon as it launched in 2012: When Motorola released the RAZR M smartphone, customers had a hard time figuring out how to use wifi and voice features at the same time and lodged complaints online. The engine recognized the pattern of complaints and alerted Motorola's customer support team, which was able to post responses with clear instructions in every relevant forum, turning a potential customer satisfaction problem into a positive interaction.

Motorola continued to use the engine to address issues in later releases of the RAZR M. The advance warning made engineers’ lives easier, while better handsets and software made for a more seamless customer experience. Improvements were also evident in the RAZR M’s well-reviewed next generation, the RAZR MAXX.

Based on the tool’s success, Motorola used it to improve the company’s supply chain and product development process. And beginning in 2014, with the Moto 360 smartwatch, Datascope’s analytics engine has been used to gauge performance and public sentiment not just for new smartphones, but for Motorola Mobility’s entire line of products.

Motorola
Motorola
Crunching customer data to deliver better smartphones, news experience, news consumption, Motorola, technology innovation, digital products, consumer products, retail, consumer experience, retail innovation, product design, industrial design, new product development, data strategy, data driven design, data visualization, understanding user needs, innovation, strategy, customer experience, product development, mobility

Rethinking baby food packaging

Collaborating with Plum to create a new, wholesome experience for new parents and babies.

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Case study
Case Studies
Strategic Futures
Breakthrough Products
Food

For most parents, ensuring their child’s proper nourishment is a top priority. But that’s not always easy, especially for parents on the go. Plum Organics, an organic baby food company, set out to solve that problem by providing families with pureed fruits and veggies in pouches, making it easy for them to feed their babies. Plum approached IDEO for help designing a non-pouch package that could showcase the vibrancy of the ingredients within.

By conducting research and in-person interviews with families, Plum set out to ensure that the new product was both desirable and functional for parents and their babies. By joining families in their homes, IDEO was able to gather essential insights that helped inform prototypes and the final design, like the fact that nothing can replace the feeling of making an intimate connection with a child through spoon feeding; that baby food is often wasted if a parent can’t remember how long a product has been in the fridge; that families struggle with how to spoon-feed their children on the go without making a mess, and that both parents and retailers were concerned that baby food jars don’t stack securely on shelves.

With those insights in mind, the team designed a transparent bowl that allows consumers to see the natural color of Plum’s vibrant, organic food. A resealable lid makes it easy for parents to store food between feedings, and the container includes a feature that allows them to track the day that they opened the pack to ensure that they don’t end up throwing away perfectly good food. Lastly, the new package is easily and safely stackable and includes a divot in the lid for parents to rest a spoon on, making for a much cleaner and more sanitary feeding experience.

Baby Bowls for Plum are now available at retailers nationwide and are a natural evolution for the brand, helping Plum continue to provide high-quality, organic baby food for consumers and their children, even if they’re eating on the go.

The new lid features a divot for parents to rest a spoon on, as well as a freshness tracker to help track the day the pack was opened.
Plum Organics
Plum Organics
Rethinking baby food packaging, baby food, baby food packaging, Plum Organics, food innovation, food and beverage, packaging design, product packaging, packaging innovation, food experience, food systems, future of food, design for children, family experience, youth experience, innovation strategy, business innovation, design innovation, innovation, strategy, research, prototyping, how do we innovate

Transforming the way you learn about your DNA with a genomics startup

Helping people harness their genetic information by launching the first store for products powered by DNA.

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Case study
Case Studies
Creative Capabilities
Breakthrough Products
Health
Technology

Accessing our genetic code is as easy as spitting in a tube, but how can we benefit from all that DNA data? IDEO surveyed more than 1,000 Americans about the gene sequencing services they want. "Give me things I can act on,” one respondent said. “Give me advice, action plans, apps, and tools. Information is just air until I can put it to use." As it turns out, tools that can translate our genetic information into better life choices—to improve our health, chart our family history, or even find an effective exercise routine—are hard to come by.

Inspired to organize and apply the wealth of genetic data in all of us, Helix envisioned the first online platform for products that offer insights based on a person’s unique DNA sequence. The startup’s founders approached IDEO to help them get to launch by identifying their future market segments and designing their brand and product offering.

Helix sequences all 22,000 of your genes from one saliva sample—sent in a mail-in kit—and hosts a marketplace of products developed by trusted brands and innovative developers that explore your health, ancestry, entertainment, family, fitness, and nutrition. Similar to the Apple app store, Helix lets you pay individually for the products you want and is a platform for developers to launch new offerings over time. After you've provided a DNA sample once, every product in the Helix store is made available to you on-demand. So, as new products are launched and new discoveries are made in the field of genomics, the data from your original sample is all you’ll need to keep exploring your personal genetic insights.

Submitting your saliva sample through Helix's mail-in kit unlocks access to a personalized report, as well as dozens of products that offer DNA-based insights.

IDEO engaged a range of users, including early adopters of at-home genetic tests and “quantified self” enthusiasts, and surveyed potential Helix customers across the country. That qualitative and quantitative research validated Helix’s “app store” business model and provided key insights into the products people were most interested in.

Through the partnership, Helix uncovered what users need most from a genomics company:

  • to prioritize the accuracy and privacy of DNA test results
  • to encourage a sense of discovery and exploration of our genes
  • to celebrate each individual’s unique qualities

A team of ethnographers, data scientists, and designers at IDEO helped direct the startup’s brand approach (including its name, Helix) and crafted a blueprint for how the company connects with customers and presents its product. The Helix store launched in July 2017.

Our DNA used to be a mystery—something we guessed at by observing our parents. Now, easy access to our genetic code—and the tools to truly understand it—arrives on our doorstep.

Create a personalized meal plan, learn about your metabolism, and more with products in the Nutrition category of the Helix store.
Helping people harness their genetic information by launching the first store for products powered by DNA.
Helping people harness their genetic information.
Helix
Helix
Transforming the way you learn about your DNA with a genomics startup, DNA, genomics, personalized medicine, Helix, healthcare, health innovation, patient experience, technology innovation, digital products, venture design, new business creation, business model innovation, business transformation, organizational transformation, culture change, healthcare design, digital health, patient-centered care, retail experience, store of the future, consumer experience, how to launch a new business, innovation, research, startup, transformation, retail

The Importance of Public Weirdness

Why we all need some Improv Everywhere in our lives

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Article
Articles

For a decade and a half, the group has built a global reputation for pulling stunts like the Grand Central Terminal freeze. If design is about the capture and channeling of attention, Improv Everywhere has a lesson for us in how to achieve that. We spoke to founder Charlie Todd to get some backstory on his benevolent guerrilla art troupe.

Charlie Todd, founder of Improv Everywhere.

How did Improv Everywhere start?

Charlie Todd: I totally blundered into it. I was 22-years-old, and moved to New York to be an actor in improv comedy. I said to some friends, let’s go play a prank in a bar tonight. We did it for five years, and then when YouTube was created, I already had a library of content. A thing we did in Grand Central Station got 10 million views in the first week alone. I’ve spent the last eight years following that viral breakout.

The "Grand Central Terminal freeze" prank. Watch the video here.

What’s the audience meant to take away from such stunts?

When a load of people turn up at Coney Island in eveningwear and jump in the ocean, and people ask why, the answer is that there is no why. We’re all conditioned to assess for some extrinsic motivation, like the thing was for charity or a comment on global warming. It’s okay to just do a thing because it’s silly.

The "human mirror" prank. Watch the video here.

So, it’s simple whimsy with no purpose?

Well, I’d like to think that having that experience maybe alters people’s perception in some small way. We’re encouraging people to express themselves in a public space, in an unauthorized manner. In this post-9/11 security world we live in, we’re trying to make people realize that they don’t have to ask permission to express themselves creatively.

Is it also important to be connecting people?

I grew up in South Carolina, in a small city. I was used to people making eye contact and smiling. Moving to New York, everyone is busy and has a smartphone. It was like the only time you made eye contact was if something bad was going on: a train being delayed, or a crazy person shouting. People would unify around shiftiness. So we thought: can we create something that is positive in nature, something so unusual and joyful that you have a positive connection with someone?

Do you always get a positive reaction?

During one of the No-Pants pranks we had some police trouble. An officer stumbled across the event, and didn’t like it. Our people stayed in character and said they had forgotten their pants. The officer took the train out of service. But everything was eventually dismissed. It turns out that there’s no law against being in your underwear. When we did the event the next year, the police were there, to help escort us and make sure people had a good time.

The "no-pants" prank. Watch the video here.

What do you do when you’re not freaking people out on the streets of New York?

I get hired by brands to create surprise moments or spectacles, or brainstorm ideas for a brand campaign. I get to direct and produce TV. Last year I was the show-runner for a show on MTV. I’ve also been at the Upright Citizens Brigade for 15 years, as a performer and teacher.

Tell us about the teaching. Can you teach someone to be funny?

All you can teach is for people to learn how to be themselves—to be honest, and react in a truthful way. Everyone’s unique personality and viewpoint is funny. It’s counter-intuitive: when trying to be funny, people often try to be something that they’re not, by imitating stuff they’ve seen on television and so on. Instead of trying to be something you’re not, you need to be more authentically connected to what you are. That applies to creativity too: instead of reaching outside and trying too hard, focus in on what truly inspires you.

Photos courtesy of Improv Everywhere.

In the dead of winter, 2001, a woman riding the New York subway looked up from her book and saw a passenger wearing no pants. She was puzzled, but ignored him. At the next stop, another pantsless passenger joined him. And then more. By this time, she had put her book away. A hidden camera captured her reaction as it evolved from confusion to delight. She traded looks of amazement with the other passengers—a group called Improv Everywhere was responsible for breaking their routine.

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the importance of public weirdness, improv, creativity, team collaboration, facilitation, urban design, cities

What Designers Can Learn From Wooden Block Puzzles

Lessons in problem solving

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Article
Articles

1. A deeper understanding of 3D relationships

These puzzles teach how different shapes fit together in three-dimensional space. M. C. Escher would have no advantage: there is no cheating the puzzle, and all the rules of physics and gravity apply. In order to solve the puzzle, you have to understand how the shapes fit together. This is important for designers, especially when so much is being designed on a computer. If a product is being designed for the physical world, it needs to play nice with the rules of physics.

2. Forward and backward problem solving

Once you understand how the pieces are supposed to fit together, you actually have to make it happen. Often this involves both forward and backward problem solving. The internal monologue might go something like this: “So I am going to start with this piece because it is the biggest and is easiest to deal with, if I work around it. This smaller piece is probably the second half of the left side. And this piece has to be the last piece."

Sometimes you know the last step first. Sometimes you know step 1, 2, and 5 but then have to solve for steps 3 and 4. That can be scary in a linear world, but as designers that is sometimes the reality we face. It’s helpful to have the confidence that steps 3 and 4 will become clear, even if initially they are hard to see.

3. Hand-eye/Hand-brain problem solving

There is something very rich about holding a problem in your hand as you work with it. By holding the puzzle, you have a deeper understanding of the spatial relationships that must be solved. While it is possible to understand these things on a computer or on paper, being able to physically handle an object allows you to reach conclusions and iterate solutions in different ways. Fluency across mediums can only help us arrive at these solutions faster.

Others lessons might include balancing the details with the big picture, and reading context clues. But I found that I had an even deeper appreciation for these puzzles when I learned how to make some. I would encourage any interested designer with access to materials and tools to try making one for themselves.

For most of the puzzles, the pieces seem very simple. The simplicity is deceptive, however. Take the star puzzle: a configuration of six roughly rectangular identical pieces with two “triangular” notches cut out of each that slide together nicely (when you know how to do it.) But the pieces aren’t exactly rectangular. The notches are not simple triangles. In fact there are 12 faces, and only a handful of right angles. Plus, most commonly these pieces are only a few inches long—not safe to cut on most power tools without jigs—but which jigs? And to add to all that, they have to be precisely made in order to actually work, especially if you want them to look good. Again, there are simple solutions to all of these problems, but it takes some figuring to make it work. But that’s the point of a puzzle, right?

Maybe it’s their old school charm or the fond memories I have of solving them at Cracker Barrel, but I am a fan of wooden block puzzles. And after learning how to make them, from my wizard-like teacher at North Bennet Street School, I have come to appreciate the true elegance of these puzzles, and the lessons they have for designers.

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what designers can learn from wooden block puzzles, education, learning

Moving Pictures

Benjamin Dix's comics draw out the plight of refugees, child soldiers, and others on the brink

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Article
Articles

Dix, a photojournalist, got on a plane for what he thought would be a 10-day trip. He ended up staying for four years, working at the United Nations to help find food and shelter for 300,000 displaced locals. It was during that time that Dix first came across Art Spiegelman’s Maus, the Pulitzer Prize-winning graphic novel charting Spiegelman’s father’s experience in the Holocaust as a Polish Jew.

Before Maus, Dix’s only exposure to comics came from reading Calvin and Hobbes and Asterix. But as he huddled in bunkers during air raids and artillery fire, Dix was struck by how simply and powerfully Spiegelman was able to render the complexities of identity, memory, and trauma in graphic form.

With violence between government and Tamil forces intensifying, the Sri Lankan government ordered the UN to evacuate the region in September 2008. Dix returned to London with post-traumatic stress disorder and a fierce determination to tell the stories of those he’d left behind.

He travelled to meet refugee families and record their experiences, and worked with illustrator Lindsay Pollock to conceptualize them into a graphic storyline. Dix also embarked on a Ph.D. in anthropology to systematically research the production of the comic. The result of all his work? The Vanni, a 200-page graphic novel about the conflict, told through one Sri Lankan family’s eyes, and an accompanying thesis on the methodology and ethics of producing such a complex piece of graphic literature.

A frame from Dix's comic about the Sri Lankan war, The Vanni.

Dix has since brought to life stories about crack-cocaine addicts in Guinea Bissau, a Nigerian woman trafficked to London (Abike's story, below), and the plight of African and Asian migrants in the Persian Gulf. At every stage, Dix works alongside his subjects to ensure he’s best reflecting their experiences, and their stories have become a powerful educational tool, illustrating complex, often abstract issues including migration, human trafficking, and drug addiction at the most human level.

Commissioned by The Guardian, and illustrated by Gabi Froden, Abike's story charts one woman's experience of being trafficked from Nigeria to London.

Abike's story is based on real interviews and experiences of the Nigerian victims of people smuggling.

Dix says that the highly visual nature of comics has proved impactful in educating people about these important issues.

A chance meeting with an IDEO designer led Dix to our London studio, where we collaborated on a three-day long pro bono sprint to develop his stories into scalable, interactive teaching tools for classrooms. We designed and prototyped a WhatsApp-based multimedia story about Merha, an Eritrean refugee fleeing to London to escape persecution, as well as an app-based version of Merha’s story, including buttons and swipes on each frame of the story, so readers could learn more.

In our sprint, we tested and built an approach that allowed people to read Merha's story on an iPad, clicking through to multimedia maps, news, and links about Eritrea, its people, and their plight.

Dix’s next step is to secure funding to build out the app and develop lesson plans to roll out across schools internationally. But in the meantime, he’s not standing still. Dix is already testing a lo-fi version of the educational tool—an interactive PDF—in 300 schools across 26 countries including Brazil, Sri Lanka, Democratic Republic Of Congo, the UAE, and many others. His next comic? Capturing the story of the Yazidi community fleeing ISIS in Syria.

It was Boxing Day 2004 when Ben Dix, founder of British literary comic publisher PositiveNegatives, got the call. A university friend, stationed in the Tamil Tiger-held region of Vanni in northern Sri Lanka, was asking if he'd come and help. It was the day of the tsunami that killed 230,000 people, one of the deadliest natural disasters ever recorded.

Play
moving pictures, social impact, community engagement, inclusive design

It’s Only Beautiful When it’s Broken

How I came to love broken type

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Article
Articles

It turned what would be a humdrum brand mark into one that was tongue-in-cheek and playful. Optimistically, I wondered if it helped lift the spirits of the Great Croft residents. I also started looking for more typographical serendipity.

There are plenty of examples of signage that has degraded to the point of being unreadable, but a beautiful accident is where the change looks intentional and, ideally, adds to the meaning and character of the neighborhood.

I saw my second example at Unity Kitchen Cafe in the new Olympic park in East London, where residents and Londoners further afield are drawn by attractions such as the children’s adventure playground, nature park, or velodrome. The cafe contained a diverse mix of nationalities, so it seemed rather fitting that this broken C was reminiscent of a cedilla (ç), a nod to any European visitors. Please don't fix the sign, I love it the way it is.

I became obsessed. Searching everywhere for more evidence of meaningful mistakes, even engaging my family in the hunt, and it was on one such hunt that I found the Pelican restaurant in Peckham, south London.

I’ve been wondering about how we might design for beautiful accidents: if wear and tear isn't a thing we can control, how we can make accidents appear elegant? At Wired magazine they call such intentional accidents Wrong Theory. Inspired by Edgar Degas’ painting, Jockeys Before the Race, in which the artist defied the conventional composition of his day by inserting a grey pole that bifurcates the scene, slicing right through one of the horses’ heads. The same could be said of Marcel Duchamp’s act of turning a urinal on its head, signing it R. Mutt, and deeming it art. Wrong Theory celebrates the act of breaking the rules.

'Jockeys Before the Race' by Edgar Degas, left, and 'Fountain' by Marchel Duchamp, right.

But part of the beauty of Beautiful Accidents is that they are rare. If you find one, please share it with me! Check out my Instagram or tag your photos with #beautifulaccident.

I first spotted a beautiful accident when I saw the sign for the Great Croft housing estate in London. The A swinging down against the Akzidenz Grotesque type worked so well, in part aided by the horizontal seam in the concrete, that I had to think was that serendipity or intentional?

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it's only beautiful when it's broken, housing

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
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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
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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.

Health
AI & Emerging Tech
Technology
Financial Services
Learning & Work
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The curious leader's edge in uncertainty: Scott Shigeoka

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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
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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.

Learning & Work
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