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Teaching robots to dance

What if technology were designed to make our lives more poetic?

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Case Studies
Strategic Futures
Technology
Consumer Products & Retail
AI & Emerging Tech

As the curtain parted on moooi’s 2022 exhibit, the audience was treated to a multi-sensory performance unlike any other: four synchronized robot scent diffusers telling a story through dance. As the robots—called Piro—swayed and dipped to the beats of a custom-designed soundscape, it was easy to forget the performers were made by a team of industrial designers and engineers in San Francisco.

The work expressed a future vision for what it means to humanize technology. Rather than design technology to make our lives more efficient, what if instead we designed technology to make life more beautiful?

For twenty years, moooi has seduced the world with bold, imaginative design. The firm, named after the Dutch word for beautiful, made its name by designing furniture and home goods that appeal to an interest in pushing the edges of form as much as function. Moooi came to IDEO looking to create an exhibit for the largest furniture fair in the world that might provoke the audience to imagine a world where design’s primary function was to inspire joy.

“Defy Gravity”: one of several experiential “worlds” moooi created for the 2022 Salone del Mobile. Each room had its own scent, soundscape, color, and digital experience.

Our process started by going wide. We presented 20 potential conceptual designs to the team, one of which moooi founder Marcel Wanders lovingly referred to as the “farting pet,” a robot scent diffuser that could walk around the home.

A scented smoke ring lingers in the air after Piro’s final crescendo.

From there, a team of IDEO designers enlisted the support of Catie Cuan, a choreographer who specializes in human-robot interaction, and Dutch sound design firm KLOAQ, to refine the concept into a four-minute performance piece.

Piro learned to mimic balletic human gestures.

The final result was technically involved: four robots moved independently, controlled by custom electronics and software designed to mimic the movements and grace of ballerinas. But in the performance itself, the complex mechanics disappeared, allowing the audience to experience not just what technology can do, but how it can make us feel.

What happens when a designer and a classically-trained choreographer collaborate? Attendees of Salone del Mobile.Milano, the largest furniture fair in the world, got to see for themselves.

Moooi creates an exhibit for the largest furniture fair in the world.
Moooi creates an exhibit for the largest furniture fair in the world.
Moooi
North America
Moooi
Teaching robots to dance, robotics, human robot interaction, Moooi, technology innovation, digital products, consumer products, retail, consumer experience, retail innovation, AI, artificial intelligence, emerging technology, digital transformation, digital experience, digital product design, UX design, innovation, product design, transformation

Empowering frontline communities

CSAA Insurance Group leads a global call for climate resiliency solutions.

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Case study
Case Studies
Creative Capabilities
Climate
Technology

To build a climate-resilient future, we need an all-hands-on-deck approach across industries and organizations, as well as the leadership and collaboration of frontline communities themselves. 

To that end, IDEO and CSAA Insurance Group worked together to unite nine partner organizations, including Aon and the Environmental Defense Fund, to launch an open call for solutions to help communities prevent, prepare for, and recover from climate-related disasters. The goal of the Challenge was to surface actionable and scalable ideas that experiment with new technologies, models, and partnerships, then provide innovators with the support and funding they need to get their ideas off the ground and into the hands of frontline communities.

IDEO set these entrepreneurs up for success throughout the submission process, holding one-on-one conversations with participants, sharing constructive feedback on potential solutions, and developing their ideas and skill sets. The team also hosted workshop and panel sessions to grow community bonds and provide expertise on critical topics, including assessing climate risk and storytelling for impact. Hundreds of ideas came in from around the world, ranging from harnessing the power of AI, to building resilient infrastructures, to democratizing access to climate data, and more.

Once all of the ideas were in, a cohort of judges with a wide diversity of work and lived experience screened for concepts that were relevant, impactful, novel, community-informed, and equitable. At the end of the Challenge, the team chose 13 winning concepts with high potential for impact and partnerships, including Reef Rocket, which seeks to fabricate natural biocement reefs that reduce coastal flooding and erosion, and BurnBot, which is working to prevent wildfires by conducting controlled burns at scale.  

For these winning entrepreneurs, the end of the Challenge is just the beginning. Now, they are equipped with critical early funding, as well as a cohort of climate entrepreneurs, along with mentorship from IDEO, CSAA, and the other organizations. It’s a big step forward as they introduce new forms of equitable and transparent data, promote the voices of BIPOC communities, and bring to market new technologies that will protect and support frontline communities through this ongoing crisis. 

Read the Challenge Impact Report to learn more.

In the US alone, climate-related disasters cause $120 billion in damages annually. That figure is five times greater than 50 years ago, and projections are $2 trillion by the end of the century.

Nearly 90% of counties in the US declared a natural disaster over the last decade.

418

submissions

13

winners

$1M

in prizes
No one is immune from the increasingly severe and longer-lasting impacts of climate disasters. These events are often accompanied by loss of life, reduced quality of life, long recovery times, and property loss and damage. In the Spring of 2023, CSAA Insurance Group partnered with IDEO to seek new solutions for better climate resiliency, specifically for frontline communities that are bearing the brunt of the burden. Together, using our Open Innovation platform, we created the Climate Resiliency Challenge, an invitation for innovators to come together, find support, and share and iterate on their ideas to create real change.
CSAA Insurance Group launches the Climate Resiliency Challenge to surface and support innovators working to protect and empower frontline communities.
Supporting innovators finding new ways to empower frontline communities.
CSAA Insurance Group
North America
CSAA Insurance Group
Empowering frontline communities, CSAA Insurance Group, climate innovation, sustainability, technology innovation, digital products, digital transformation, digital experience, digital product design, UX design, climate strategy, sustainable design, circular economy, financial services innovation, banking experience, financial inclusion, innovation strategy, business innovation, design innovation, how to innovate, how to design a digital product, how to make business more sustainable, innovation, strategy, product design, entrepreneurship, transformation, leadership, financial services, how do we innovate

Faster science

How the NSF leveraged design to unite multidisciplinary teams.

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Case Studies
Creative Capabilities
Public Sector
Learning & Work

Every year, the NSF provides around 30 teams with up to $750,000 and a year’s worth of coaching, training, and collaboration to develop solutions for research areas like sustainable ocean use or combating fake news. Over the course of nine months, the teams learn how to uncover insights about human needs and design durable solutions for end users. But many of the scientists and experts in the program felt stretched by the idea of putting the needs of end users in the mix with their scientific testing—something few of them have been trained to do in their previous work.

To make that process feel more achievable, the teams built out prototypes and received guidance on refining and pitching their ideas along the way. IDEO joined the project as an innovation partner, facilitating hands-on workshops and creating “Science TV” episodes that could help the program reach a broader audience, deepening its impact now and in the future.

To help grantees get vulnerable, and evolve their ways of working, IDEO sent grantees to improv training  so that they could learn to build off each other. The team also took them to magic shows and on ghost tours in downtown San Francisco to learn the value of compelling storytelling in their work. The fun was part of the plan—gelling as a team and building relationships meant participants could make mistakes in front of one another. Being wrong doesn’t come naturally to academics, but it’s a key part of the design process, and a crucial part of solving complex problems .

Each year, a select group of teams move onto the next phase of the “coop-etition,” receiving up to $5 million in additional funding. And all of the participants leave with valuable new skills they can use to break out of their own silos and create human-centered, ground-breaking solutions for the rest of their careers.

When the NSF launched the Convergence Accelerator and made the radical move of bringing together teams from different disciplines, these academics, scientists, and industry partners didn’t have a shared language to move their ideas forward, and needed a structured approach to coming up with new solutions.

164

trained research teams

$200M

in federal support granted to AI-driven innovation, quantum technology, food security, sustainable materials, opportunities for people with disabilities, and more
No single discipline in academia or research can fix an intractable problem like ocean acidification or upskilling a nation’s workforce. In 2019, the National Science Foundation (NSF) launched the Convergence Accelerator, an effort to catalyze new scientific solutions and bring solutions to the American people, faster. The Convergence Accelerator challenged interdisciplinary teams of academics and industry leaders to apply for grants together. Once the teams had been selected, NSF asked IDEO to help teach the grantees a language that would transcend discipline: design.
The story behind how the National Science Foundation prepared diverse groups of experts to work together using design.
IDEO helps the National Science Foundation leverage design to solve the world’s most complex problem.
National Science Foundation
National Science Foundation
Faster science, news experience, news consumption, National Science Foundation, public sector innovation, government services, civic innovation, education innovation, learning experience, future of work, creative leadership, leadership development, user research, customer research, consumer insights, innovation, research, prototyping, leadership, creativity, sustainability, education, learning

Climate captains

An innovation accelerator bolsters the impact of climate startups.

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

IDEO and The Earthshot Prize built a nine-month Fellowship program and a five-day, in-person retreat to give Finalists the best shot at reaching the Prize’s ultimate goal: to scale the solutions that will repair our planet this decade.

To build out the new Fellowship, IDEO took a deep dive with the previous year’s Finalists to uncover where they needed critical support. This research revealed that the Finalists needed more ways to leverage the Earthshot platform, connect with potential partners to help scale their ideas, and build community with each other. The IDEO team then used those insights to create a set of recommendations The Earthshot Prize team could implement to create a more supportive and structured experience. Ideas they took forward included assigning a designated “Leap Advisor” who could provide guidance and assistance for each Finalist, as well as an advisor from the Prize’s Global Alliance Network who could partner on specific growth initiatives, like scaling product design, or policy change. 

Next up: the design of the retreat itself. Together, IDEO and the Earthshot team had three goals for the cohort’s week together in Windsor: focus on new forms of leadership and movement building, spur action through storytelling, and foster community.

The team developed the curriculum with leaders from Google X and Speed & Scale, alongside startups like UPSIDE Foods. They designed moments to build community, like paired walks and a chocolate-making workshop where Finalists could get to know each other away from the noise of meetings. 

Photographers captured the event to create assets for Finalists to use when pitching their ideas, and Finalists honed their storytelling skills. But what most remember is the magical moments of coming together as a cohort of next generation climate leaders who will help each other make an impact on the problems facing our planet, long after The Earthshot Prize has concluded.

The problems facing our planet are enormous, spanning industries, borders, currencies, and regulatory environments. Meaningful solutions will require leaders who can work across those lines.

30

climate solutions accelerated in first two years
Founded by Prince William and The Royal Foundation in 2020, The Earthshot Prize is a global environmental prize that discovers, accelerates, and scales groundbreaking solutions to repair and regenerate the planet. Inspired by President John F. Kennedy’s Moonshot, which united millions of people around the goal of reaching the moon, The Earthshot Prize aims to catalyze an Earthshot challenge to urgently encourage and scale innovative solutions that can help put the world firmly on a trajectory towards a stable climate, where communities, oceans, and biodiversity thrive in harmony by 2030. The five challenges are: Protect and Restore Nature; Clean Our Air; Revive Our Oceans; Build a Waste-Free World; and Fix Our Climate. The Prize aims to turn the current pessimism surrounding environmental issues into optimism, and will identify 15 Finalists annually, awarding five of them £1 million to scale their cutting-edge solutions. In 2022, The Earthshot Prize team partnered with IDEO to bolster the cohort-building and leadership development critical to the Finalists’ success.
Prince William’s Earthshot Prize creates a Fellowship and Retreat to help its Finalists scale planet-saving ideas.
The Earthshot Prize supports entrepreneurs scaling planet-saving ideas.
The Earthshot Prize
The Earthshot Prize
Climate captains, The Earthshot Prize, consumer products, retail, consumer experience, retail innovation, technology innovation, digital products, growth strategy, business growth, scaling innovation, creative leadership, leadership development, climate strategy, sustainable design, circular economy, employee experience, workplace design, team collaboration, innovation strategy, business innovation, design innovation, how to innovate, how to make business more sustainable, innovation, strategy, product design, research, entrepreneurship, leadership, creativity, sustainability

How I Taught Myself to Code in 3D

Hosting a 3D dance party in multiple realities

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Article
Articles

I’ve always been a self-taught coder, so a few months back, I decided I’d get a jump on AR by playing around with 3D coding. What better way to figure it out than to create 3D dancing avatars of my friends so I can host virtual dance parties? (The idea may have been inspired by some of my previous work.)

So I went around asking my colleagues if I could 3D-scan them. I know what you’re thinking: How did I get anyone to agree to this? When I asked people to be scanned, they were so excited to "be 3D" they didn't even ask what I was going to do with the scans.

Left: IDEO CTO Tom Eich IRL. Right: Tom's 3D model mid-groove.

Once I got the scans, I "rigged" them—meaning, I gave them bones. Once they had bones, I could assign motion capture dance data to them that I pulled using 3D software. Finally, I loaded them into my code, which I had written with the help of countless tutorials on three.js, an API for 3D graphics. I created a desktop, AR, and VR version so that people could experience the dance party in the reality of their choosing. (3D assets in motion are surprisingly easy to transition between realities.)

The IDDDEO New York dance floor.

Tom Eich dancing in AR.

When participants saw their avatars in motion, they were definitely confused; for many, it was their first time seeing themselves in 3D. Being able to rotate a camera 360 degrees to see yourself from every angle is just not possible in reality, especially when you’re in motion. Most people immediately pointed out all the color/modeling imperfections in their 3D likenesses that resulted from my use of (what is clearly) an off-the-shelf 3D scanner.

Once the studio saw their coworkers’ 3D models dancing, everyone wanted an invite to the dance party. My fellow tinkerer Danny DeRuntz even brought the party to IDEO Cambridge, where he had long lines of people waiting to be scanned in.

The IDDDEO Cambridge dance floor.

My next endeavor will be creating an audio-visual beat machine that lets anyone sample and manipulate YouTube clips using my own pseudo format, AZZ. (Here’s a demo for the curious.) In the meantime, I’ll be fine-tuning the 3D dance code in hopes of eventually bringing this experience to real life parties in NYC. Sadly, elegant and portable 3D body scanning does not yet appear to be a thing. Hopefully soon?

Check out the dance floor and create your own party here.

Want to follow the project? I’ll be posting updates on my Instagram.

As an interaction designer, I’m always testing my limits and teaching myself new technologies. And whenever possible, I like to use those new tricks to make people smile. My projects often have no purpose other than giving me an excuse to play on the computer. But I’ve found that combining my passion for the absurd with my passion for learning new tools can lead to glorious outcomes.

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how i taught myself to code in 3d, user experience, learning, play, coding, creativity

A Designer's Guide to Emergency Preparedness

IDEO designers share their non-scary, non-overwhelming disaster preparedness plan

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Article
Articles

As designers who have worked on multiple preparedness and relief projects, we start by understanding why people choose not to prepare, then identify ways to make resilience easier.

Just like buying life insurance, or saving for a rainy day, a future emergency is an abstraction that’s hard to connect to our day-to-day priorities. And unlike seeing everyone else’s trash cans line the curb once a week, preparedness doesn’t have any visible prompts to encourage all of us to get with the program.

Symbols of participation can be powerful change agents, and we know that something as simple as filling out a checklist or talking about a plan can make the abstract tangible.

So what can you do today, for tomorrow?

Break down the process into bite-sized tasks, attach them to a concrete timetable, and connect with the people around you. By building strong connections with your community and taking the time to create a plan, you’ll be more equipped when the big one hits (whatever the big one might be.)

Here are a few simple steps to get you started—collaboratively—in just a week. Share this with your family, your roommate, your colleagues, or your book club.

Now: Follow Local Alerts

Make sure you know what’s going on around you. Follow local emergency alerts from the Fire Department and/or your local Department of Emergency Management on the social media platform you use most (Twitter, Facebook, NextDoor, etc.).

Tomorrow: Copy Your Documents

Scan and store a copy of your important documents. Take a photo of or scan your driver’s license, passport, lease/ownership documents, social security card, and other important documents. Save them (somewhere safe) in the cloud.

This weekend: Gather Your Stuff

Start assembling an emergency kit. Print out a of essentials, useful stuff, and personal items to get started. You’ll be surprised at how much you already have—it’s just a matter of getting it all in one place. And when it comes to supplies, a good rule of thumb is to have enough for three days.

Next week: Make a Plan

Make an emergency plan with your people. Have friends or family over for dinner and hatch it together. It’s like giving a spare key to a neighbor. Do it once, and hopefully, you'll never need to use it.

Cross these four things off your list, and we’ll all be better off when the next wildfire or bomb cyclone hits.

This winter, wildfires raged across California. The air has been heavy with smoke and thick with the power of Mother Nature. And the Left Coast isn’t the only place to be hit by a natural disaster recently (Hello Eastern Seaboard, Houston, Puerto Rico, Florida). As climate change accelerates, getting prepared is on all of our minds.

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a designer's guide to emergency preparedness, climate change, climate innovation

Thoughtless Acts: Escape the Rain

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

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Article
Articles

I took this picture at the beach festival in Chiba, Japan. Sudden rain is hard to avoid in the Japanese summer. When it started pouring at the beach, a man covered himself with the tarp he had been sitting on. After about five minutes, a bunch of people joined him under the tarp, which had been turned into an improvised umbrella. I loved that the man helped his fellow festival-goers escape the rain without a second thought.

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

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thoughtless acts escape the rain, thoughtless acts, escape the rain, human centered design, design thinking, photography, visual design

An Unscientific 5-Step Plan for Reaching Your Goals

Jake Knapp shares his slacker-friendly plan for sticking with resolutions

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Article
Articles

Then one year I read The Happiness Project by Gretchen Rubin, and was quite taken by this line: “What you do every day matters more than what you do once in a while.”

Huh, I thought.

The next January, I made a resolution to "Run every day." To exercise daily, I had to change my mindset. I couldn’t be too hard on myself — if there were only 10 minutes, then a 10 minute run had to be okay. In other words, I had to be a bit of a slacker.

It worked!

Building a small daily habit was way easier than a big sometimes habit. Don’t get me wrong, it wasn’t like magic. I fell off the wagon several times, but each time I managed to get back on. Since the goal was doable, if I missed a day or two, I didn’t have to break the ice when I resumed. It worked, and the habit stuck!

Next, I tried a New Year’s Resolution for writing. Previously, I’d only bothered writing if I had at least 90 minutes of uninterrupted time (which is pretty rare). Using my new slacker method, I resolved to "Write every day, even just 10 minutes."

Again, it was easier to stay in rhythm, and the habit stuck. (Although I had to get a little creative to stay focused.)

I even tried this approach with meditating, which always seemed like The Hardest Thing In The World. To make it a daily habit, I downgraded my expectations. I didn’t wake up early. I didn’t meditate for 60 minutes. I didn’t force myself to sit in silence on a zen pillow.

Instead (nerd alert!) I just used Headspace every day, on the bus or even while I was falling asleep. And I decided that even 10 minutes of meditation “counted.” The habit stuck.

Sometimes the magic doesn’t work. Sometimes I’ll keep the same resolution two or three years in a row before it sticks. (This year I’ll finally stretch my hamstrings!) Still, for me, getting even 50% of my resolutions to stick is pretty good.

So take it for what it’s worth. But if you’ve been frustrated with resolutions in the past, consider applying my Unscientific 5-Step Recipe:

1. Dial it back

Don’t be too ambitious. Like, do you really want to run a marathon? I mean, you’ve seen people at the end of marathons, right? They look pretty tired.

Seriously though, we have a culture of intense expectations, and many of us are too hard on ourselves. It’s okay to dial back your goal and make it more doable. Resolving to read 500 books is admirable… but resolving to make (or maintain) a daily reading habit is also great.

2. Make it very specific

My “Exercise more” resolution is a prime example of way-too-vague. “Run every day” is better, “Run around the park in the morning” is better still. Best of all would be something like “Exercise every day, ideally running in the morning, but other forms of exercise and other times of day are also cool.” You get the idea.

3. Add the magic words "for at least 10 minutes every day"

If you decide 10 minutes a day is enough to count, you’ll find it way easier to do it every day. And if you do it every day, it’s way easier to keep the habit.

4. Do it every day for a month

Don't think about al 365 days at once. If you make it through January (or any 30 consecutive days), there's a pretty good chance the habit will stick for the year. If you don't believe me, ask Jerry Seinfeld.

5. Be nice to yourself if you miss a day or two

Just start again. In fact, if you miss a day or two but get right back on it, you don’t even have to count it as breaking your 30-day streak. I hereby grant you permission!

Who knows, your small habit might set the foundation for bigger things. But don’t worry about it in January. Be kind to yourself as you maintain the rhythm, and let the good things happen. They will.

Now go write yourself a nice doable resolution. Good luck, fellow slacker—you got this!

To learn more about Jake's methods subscribe to his newsletter here.

My New Year’s Resolutions used to fail every time.

For example, I set a resolution to “Exercise more.” I vaguely imagined running marathons and wearing headbands. Then in January, I took two or three long runs and forgot about the resolution. It was sorta like that every year.

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an unscientific 5-step plan for reaching your goals, creativity, creative confidence

Lindsey Turner

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

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Leader
Leaders

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

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

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

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

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

Rachel Young

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

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

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

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

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

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

Brian Pelsoh

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

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Leader
Leaders

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

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

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

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

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

Tony Wong

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

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Leader
Leaders

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

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

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

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

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

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

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Podcast
Podcasts

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

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

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

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

Health
AI & Emerging Tech
Technology
Learning & Work
Episode image

Designing GenAI for the emotional side of money: Johannes Seemann

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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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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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