New Yorkers experience policing differently depending on who they are and where they live. Some communities are patrolled; others are profiled. When your neighbors’ experiences are starkly different from your own, it can be almost impossible to understand their perspective.

The New York Civil Liberties Union (NYCLU), a state branch of the ACLU, hoped to spark a dialogue around race and police tactics in over-policed communities, and to engage voters on this divisive issue before New York City’s mayoral election. But the NYCLU also understood that traditional slogans and billboards weren’t enough to foster deep personal conversations and effective political action—the city needed real talk.

The organization engaged IDEO to help create a city-wide, nontraditional campaign. In talking with New Yorkers, the NYCLU advocates and IDEO designers honed in on two simple truths: Transformative conversations happen only when people feel safe enough to listen—and to speak. And people become more compassionate listeners once they themselves feel heard. In a time of entrenched interests and growing social conflict, listening can be a radical act.

Together, IDEO and the NYCLU designed Listening NYC, a grassroots campaign to promote interpersonal listening, meaningful discussion, and collective action around policing.

To get New Yorkers—famously brash and always bustling—to stop and listen to their neighbors, they created a pop-up installation called the Listening Room that travels through the city to catalyze one-on-one conversations. It’s a portable safe space, with tables, chairs, two walls that provide a degree of intimacy, and two sides left open for a feeling of psychological safety.

At the center of the experience is a deck of Conversation Cards that encourage New Yorkers to share their stories and hear those of others. Simple prompts like “I believe the role of police is to _____,” and questions like “A cop stops you in your neighborhood. What do you do?” empower people to find common ground. Through straightforward but structured activities like these, many New Yorkers who enter the Listening Room expecting to disagree instead find themselves sharing stories and opinions in ways they never imagined.

Beyond face-to-face dialogue, the Listening Room also features a radio loaded with stories from different neighborhoods across the city’s five boroughs. By turning the dial, visitors can learn about encounters with policing culture from fellow New Yorkers, including two NYPD officers.

To turn talk into action, visitors are invited to send a postcard to the mayor. People choose the policy proposals most important to them—from, “Police shouldn’t be disciplining kids in school” to, “If police want to read our emails, they should have to get a warrant”—and add them to a pre-stamped postcard dropped into a special “ballot box.” The NYCLU delivered more than 2,000 of these cards to Mayor Bill de Blasio upon his reelection in late 2017.

IDEO and the NYCLU also led an interactive campaign event at the Brooklyn Academy of Music. Residents, students, philanthropists, and police were led through an exercise called Creative Tensions, positioning themselves around the room according to their views on everything from surveillance technology to school safety. Experts helped guide the conversation including Sheriff Jerry Clayton, director Liesl Tommy, and NYCLU organizer Brandon Holmes. The process allowed participants to see how fluid people’s positions can be.

Listening NYC has now reached thousands of New Yorkers at more than 35 locations. Schools, from a public middle school to the John Jay College of Criminal Justice, have requested visits from the Listening Room, and the installation’s modular design has inspired new incarnations on topics including student safety and discipline.

The NYCLU has sent Conversation Cards to celebrities, influencers, and every member of the New York City Council. Sending postcards to Mayor de Blasio and Conversation Cards to the city council led directly to passage of the Right to Know Act—legislation that incorporates some of the NYCLU’s proposals for police reform.

Today, the impact of Listening NYC has moved beyond city limits. The NYCLU’s Syracuse chapter is introducing the pop-up installation there, while in Boston, mayoral candidate Tito Jackson even promised a visit from the Listening Room if elected. To keep dialogue flowing, the ACLU plans to distribute Conversation Cards nationwide.

Fashion thrives on reinvention. Now, digital platforms and tools are reinventing fashion. E-commerce has reshaped the shopping experience and social media has democratized the once-exclusive industry.

Amidst this furious whirl of change, the fashion platform Zalando, founded in 2008, has become one of Europe’s fastest-growing tech companies. Headcount has ballooned to 15,000 and revenues grew 23 percent year over year. More than €1 out of every €100 spent on clothing in Europe is spent at Zalando.

In 2014, Zalando’s co-founder and CEO Robert Gentz approached IDEO to help think about the organization’s future in the face of increasing competition. Gentz realized that building design thinking capabilities across the company would allow Zalando to make systemic business shifts, like building better experiences for customers, and balancing operational excellence and execution with innovation.

So, he invited a team of IDEO designers and Zalando employees to create an innovation lab in its Berlin headquarters. They called it The Studio, and in the three years since its launch, it has helped the company build new products, experiences, and modes of working that are powering a digital transformation across Zalando and in the broader fashion world.

Finding purpose

Gentz came to IDEO with a simple request: “I want my daughter to be proud of the company I created.” With that directive, the first order of business was to home in on the organization’s new strategy—to shift from an e-tailer to a full-blown fashion platform—and resurface purpose. After a series of interviews and workshops across the company, a unifying intent emerged:

Zalando exists to reimagine fashion, for the good of all.

To share that message, the team designed a five-day Festival of Purpose at the company’s Berlin headquarters and satellite locations, coupled with a long-term plan to help leaders and their teams weave that sense of purpose into everything they do.

WATCH: Learn how Zalando used purpose to mobilize its community

Building Innovation Capacity

With a shared purpose to rally around, Zalando started to design and build at a clip. The Studio experimented and prototyped, launching products like Seen At, a mobile app that allows members to upload street style photos, and a digital tool called Collabary that connects online fashion influencers with brands. Projects are enabling cross-disciplinary teams to get into the practice of aligning around joint goals, making fast decisions, and building with agility.

But just as important as identifying growth opportunities for the company has been The Studio’s role as a hub. Zalando employees from across business units cycled into the Studio, teaching IDEOers about their business and the company’s culture, while IDEOers helped them master the design thinking process so they could lead future projects.

Studio graduates ensure that anything prototyped there is implemented, and integrate what they’ve learned into their day jobs. Their experience makes them design ambassadors who spread the practice of experimentation, prototyping, and storytelling across the organization.

WATCH: Learn how Zalando pioneered a new innovation studio

Teaching Leaders How to Scale Change

It’s one thing to start working differently in a small innovation lab, but how do you scale change across an organization and determine how it will affect each major business unit—product, technology, commercial, and logistics? IDEO interviewed Zalando employees to better understand how to embed what we called new Ways of Working (WoW), a method that combines design thinking with lean and agile approaches. WoW was then deployed by a centralized team that ran workshops and coaching sessions to help leaders adopt it, measure its impact through OKRs, KPIs, and NPSs, and help their teams understand the new processes.

Today, the Ways of Working method is being rolled out across the entire organization, reaching all 15,000 employees.

Together, the relationship between IDEO and Zalando and their multi-year project of change is spurring double-digit growth, and making good on the company’s vision of reimagining fashion, for the good of all.

WATCH: Learn how Zalando scaled new ways of working across their organization

IDEO helped position Shinho’s ingrained respect for food, family, and good health as a guiding principle for how the organization interacts with its employees and the wider world. The IDEO team integrated a new motto—“treat the world as family”—into every part of Shinho’s work, from sourcing and hiring to new ventures to the care employees take in handling each bottle of sauce destined for someone’s table.

To help transform Shinho’s internal culture, the IDEO team also crafted a narrative to communicate the company’s beliefs to new staff and outside partners. The team expressed Shinho’s foundational story through a published brand book and film, reimagined logo, and codified employee values.

“My proudest moment was when we brought the brand identity IDEO developed to life, and interpreted Shinho’s mission and vision through that lens in front of 2,000 employees at our annual meeting,” said Hanzhong Dong, Shinho's Head of Product, “It made me feel that even though we’re a group of ordinary people, we’re working on a great and meaningful thing."

Shinho’s heightened confidence and focus on supporting families has empowered the company to expand beyond soy sauce and snacks and explore new offers, from culinary training to sustainable farming to food experiences.

In July 2017, Shinho stepped onto the international stage as a tastemaker by participating in an event called Food Forward, hosted by the Michelin Guide and IDEO. Michelin-starred restaurants are synonymous with superb ingredients and service. Shinho crafts safe, organic, high-quality products that are staples for Chinese chefs, and the company shares the Michelin Guide’s aim to celebrate and expand the role of fine dining in China. IDEO brought all parties together with the shared goals of elevating China's culinary craft and culture, inspiring people around the future of food in China, and encouraging fruitful connections and partnerships.

IDEO and the Michelin Guide organized the day-long event, which included guest speakers, panel discussions, and tastings with four international, Michelin-starred restaurant chefs. Speakers and panelists discussed culinary education, inclusion, and the interplay between tradition and innovation in food. More than 200 people attended from across the food ecosystem: chefs, restaurateurs, journalists, investors, and educators. The event’s livestream garnered 30 million global views and 800,000 engagements.

Shinho’s products now reach 30 million families in 232 cities around the globe, driven by a cohesive mission and brand message. This kind of values-driven growth and hunger for new partnerships is setting the course for the future of food in China and throughout the region.

Despite the rapid growth of China's economy and increased access to a wider variety of food since the opening up, the market is saturated with unhealthy, processed snack foods. Consumers are increasingly seeking better-quality options, highlighting a significant gap in the food system.

30M families

purchase Shinho’s products

60 countries

around the globe offer Shinho products

Narvar, a software-as-a-service startup that provides a post-purchase engagement platform for retail clients, was scaling fast. The company had grown from 20 to 90 employees, and was well on its way to reaching 300 over the next two years. As the company grew, its leaders wanted to make sure it could sustain its vibrant, innovative culture. Narvar came to IDEO for help identifying and defining its values in a way that would would scale with the organization.

For the IDEO team, that meant articulating a system of values that supported existing behavior, reflected the company’s aspirations, and aided in evaluating new talent and development. The team started by interviewing key “culture carriers,” from the CEO to new hires, to learn what makes Narvar special. Based on this research, the team crafted a working set of values, then invited the entire company to share their feedback. In doing this work, IDEO was also able to surface organizational issues and tensions within the company for Narvar leaders to address.

Now, Narvar lives its values every day. Team members use them during candidate interviews, employees see them daily on company walls, and managers reinforce them during performance reviews. Every quarter, leadership gives out a Narvar values award to reinforce their importance. Through this project, Narvar was able to not only capture its core values, but also use them as an active ingredient in the company’s growth.

“We engaged IDEO to really understand the challenges we faced as an organization, and IDEO helped us define and articulate our culture and values. I can honestly say that all the growth and success we’ve achieved in the past two years—we couldn’t have done that without the foundation from IDEO,” said Narvar CEO and founder Amit Sharma.

At IDEO, we like to breathe new life into the mundane with design. In an effort to shape a new paradigm of meeting-dom, here are some of our best resources on making your next conference-room gathering stand out—in a good way.

1. When you want to kick things off with a bang

Stretch! Sketch! Dance! Build in a few minutes for a new opening exercise and you’ll have a team that’s fully present and ready to get down to business.

READ: 6 Ways to Kick Off Creative Meetings

2. When you have a mixed bag of introverts and extroverts

An IDEOer once called the San Francisco space an “extroverted office full of introverts.” If you have a team of folks all across that spectrum, these exercises will strike a balance between team-together-time and solitude.

READ: 5 Brainstorming Exercises for Introverts

3. When you want people to really get to know each other

Whether bringing together a brand new team or sitting down with old colleagues, a jam-packed room can make for an overwhelming and impersonal experience. Ditch the canned icebreakers and try one of these instead—any of these exercises will help reveal your group’s commonalities.

READ: 5 Exercises for Breaking Down Barriers

4. When morale needs a boost

Do any of your meetings have a jingle? Didn’t think so. Reset your whole meeting philosophy with some out-of-the-box tips.

READ: How to Design a Meeting That Doesn’t Suck

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Meetings. Maybe you’re in one right now. (Are you paying attention?) Maybe you have one in ten minutes. (Are you prepared?) We know them well—and we know they’re not usually the highlight of your day. In fact, they can be quite the opposite.

A GAN (Generative Adversarial Network) is a type of AI that pits two neural networks against each other, each one training the other to improve its ability. Unlike other types of AI, GANs don’t just recognize objects—they can create them. GANs borrow a feature from biology and pit two competing neural networks against each other. One network, the “generator,” produces synthetic images, while another network, the “discriminator,” tries to guess whether the images are synthetic or real. The discriminator learns from both synthetic and real images, getting better over time. As it improves, it challenges the generator to produce ever more realistic synthetic images.

During a bite-sized sabbatical from my day job at IDEO CoLab, I dove head first into building and exploring the visual potential of GANs. I learned a lot about the differences between how humans and computers see the world, and how an AI’s output is shaped by the data we provide it. As designers, it’s important for us to understand the limitations of emerging technologies likes GANs—or else we risk creating products that harm, rather than help, humans. Here’s what I created, and what I learned. (Want to learn how to set up your own GAN? Read more here.)

1. Choosing a dataset

GANs can generate convincing fake pictures of almost anything—faces, cats, and even anime characters. How do they do it? It all depends on the dataset. GANs need to be fed a large set of images (think tens of thousands or more) so they can learn patterns. For example, GANs that produce faces learn that they tend to be roughly round, have two eyes, one nose, one mouth, and possibly hair on top. They learn pixel-level patterns, too—the textures that make up skin, eyes, and hair.

The trick with GANs is finding sets of images large enough and diverse enough for a network to pick out patterns. There are plenty out there—like CelebA (hundreds of thousands of celebrity faces) or LSUN (images of scenes like rooms and buildings)—but these are all meant for this kind of research, and training with them tends to illustrate how successful GANs can be.I wanted to do the opposite. What if we try to stretch GANs to their limit, so that we can get a better understanding of how they work? In this case, we’re using images from The Simpsons.

2. Training the GAN

Once I had my dataset of images from the show, it was time to train the GAN. For those familiar with machine learning, read my step-by-step process here. For everyone else, here’s the gist of it: I installed an open-sourced machine learning software called TensorFlow on my computer, which I souped up with a hefty graphics card originally bought for virtual reality and gaming. I then used a series of tools to reformat and resize images from my Simpsons dataset.

I trained the network overnight (sometimes over multiple days) and saved examples of images created by the generator network. The video below documents the learning process of the generator. With time, the images began look more and more like the actual Simpsons.

Scrub through the video to see the network’s progress. At 1:10 (about 13 hours of training), the first outlines of Simpsons eyes appear. At 2:00 (about 23 hours), the color scheme becomes noticeably brighter and figures start to emerge. At 3:00 (about 34 hours), there is less variation as shapes start to solidify and the networks reach some stabilization on what is classified as “real.” At 5:00 (about 57 hours) and beyond, the shapes start to vaguely resemble Simpsons characters, though the result is still too psychedelic and abstract for us to truly classify the images as real Simpsons frames.

3. Making sense of the output

The GAN manages to generate very Simpsons-esque images, but they’re definitely not going to fool the human eye. What’s going on? GANs (and any neural network or machine learning method, for that matter) only learn patterns that are in the training data. As humans, we have a deep and complex understanding of what people and objects should look like, including Simpsons characters and scenes in the show. The GAN, however, doesn’t bring any preexisting knowledge. It has to learn everything from the raw pixel values of the images it sees, and more complex patterns take more examples to learn.

In this case, the GAN easily learns the color palette of The Simpsons and its simple, flat illustration style, and starts to learn the features of each character. With enough training data, it may learn more complex patterns, like complete images of characters, or which characters show up in which settings (like the Simpson family at home, or Mr. Burns at the power plant).

What’s it all mean?

The varied and strange outputs of these networks are a succinct example of both the promise and risks of building products, services, or systems with machine learning inside. They’re seemingly magical, learning from patterns in data without being told what to look for, but they’re also limited by that data. Imagine you came into this world yesterday and had to make sense of it all just from still frames of The Simpsons—how would that inform your thinking?

Biases in training data, intended or not, will be reflected in the output of the network, which, if embedded into a product or service, can codify the bias at an unprecedented scale. As designers, we are uniquely positioned to help with this problem. As Kate Crawford, cofounder of the AI Now Institute has said, the problem is neither a specifically social nor technical problem: It’s a socio-technical problem. Designers have a responsibility to understand the unique role data plays in machine learning, so that we can create networks that equitably serve human needs.

Learn more about training GANs on IDEO Labs. Special thanks to CoLab’s Adam Lukasik for his help wrangling GANs for this post.

Pop quiz: What the heck is a GAN? You might not have heard the term, but you’ve likely seen one in action. From generating images of fake celebrities, to creating training data for self-driving cars, and even recreating suggestive (and weird) nude portraits, GANs are everywhere these days. But what exactly is this bleeding-edge technology, and what can we do with it?

In one sentence, who are you?

I am Vince Kadlubek, CEO and cofounder of Meow Wolf in Santa Fe, New Mexico.

What do you do? How did you learn it?

I am a momentum artist. I have dedicated my life to the study and sculpting of momentum, which primarily entails finding authentic, collaborative understandings and influences with the brilliant people around me.

What does a typical work session look like?

I'm usually dealing with these questions: What is the brightest vision? How do we articulate that vision? What steps are necessary for the most effective articulations? Work sessions are meetings or checking email. Those are the two kinds of work sessions I have these days. Sometimes I get to have creative work sessions, which are really just big meetings with beer and Indian food.

When it came to building something like the House of Eternal Return, we imagined, then found scrap armature materials, started producing structure and skin, utilized a bunch of air drying sculpting medium, and started turning large amounts of the exhibit into plaster forms. Lots of stuff was sculpted around the armature produced by the architects and general contractors, using more standard finish practices like painting.

3 favorite possessions?

Oh gosh. Together, “favorite” and “possession” are kinda an oxymoron for me. All I can think about are non-physical things like my memory, my spirit, and my compassion.

How do you get over creative block?

Collaborate with someone who is not stuck in a creative block.

What was the last item on your to-do list?

The last item on my to-do list was to donate money to Beto O'Rourke. But as for work, my last to-do item was to send our SVP of art direction a copy of a PowerPoint that she can use in an upcoming presentation.

How do you see the world in 2078?

Um... well, warm. And I also see a massive network of interconnected spatial computing, photo-realistic artificial intelligences, the liveable internet, monumental creator tools that result in instant manifestation—essentially, we will have transitioned into the 5th dimension.

What’s your number one bucket list item?

Chilling poolside in the Oia Village in Santorini, Greece with a bottle of Krug Clos d’Ambonnay 1998 and three of my closest friends.

Who are you creative crushin’ on lately?

Young Thug, constantly. It is actually a problem. I have a hard time getting excited for any other musician. And I have recently fallen for food and cocktails, so Grant Achatz from Alinea in Chicago is on my mind a lot. LeBron James is creating a reality that is mind-blowing and way beyond basketball; the world is wrapped in his storytelling. And finally, I am a huge coaster guy and what RMC is doing in the coaster world is unbelievable—Steel Vengeance at Cedar Point has completely flipped the script.

Vince Kadlubek is a visionary. He leans into tension, ruffles feathers, and has spent more than a decade constructing new worlds with the art collective Meow Wolf. In 2016, they transformed an abandoned 20,000-square-foot bowling alley into the House of Eternal Return—an immersive experience full of creativity and curiosities—drawing more than a million people to Santa Fe, New Mexico for a dose of childlike wonder. Now their sights are set on two new activations in Las Vegas and Denver, as they aim to create the modern-day Disneyland. As an immersive experience designer, I’ve been personally inspired by Meow Wolf and the big-thinking and resourcefulness of Vince, the collective's CEO. I was stoked to chat with him about his inspiration and aspirations for the future.

The answer is yes, of course. And when companies don’t fix themselves, we feel it in our products and services. The company has designed something—often a digital thing—that fails to give us what we need, and we walk away cursing the air, wondering if the leaders of the company have ever used the service themselves.

But making things that work for humans isn’t easy. We change every five minutes. How can organizations be confident that what works today will work tomorrow? It’s a lot easier to just slap on a Band-Aid and hope it won’t rip off with the first sudden move.

There are vastly different perspectives out there about how to make change happen and stick, and we’re curious about them all, so this fall, we invited five friends who’ve led major transformation projects at their companies to IDEO’s London studio and for an open conversation.

Here are the top 5 takeaways from our Make Change event:

1. Be a curious leader

“The problem I see in a lot of organizations is they have a lot of great tools but the top leaders don’t use them. If you’re not prepared to do what you’re asking everyone else to do, then why should you expect them to? If you want to understand what’s broken in your company, try entering your own expenses.”

—Mike Bracken (Public Digital), the guy who led digital transformation for the UK government (GDS), a model that’s been replicated in Canada, Argentina, Peru, Australia and the U.S. (and he has a letter from Obama to prove it).

If Mike had one piece of advice for making change happen, it would be this: “Go and sit next to a user when they’re using your service or product. I make sure to do six hours of that every month.”

2. Question accepted behaviors

“If you’re in a self-contained moment as an organization, I’d highly recommend that you build an innovation team that sits on the side and role models something really weird and strange, questioning the accepted behaviors. Having a constant dialogue and exchange with other perspectives is what makes companies competitive. But not a team that sits in the ivory tower. Our innovation team has reinvented itself three times in three years according to what the business needs."

—Anne Pascual, VP of Design at Zalando, Europe’s leading online fashion platform, which delivers to 24 million customers and grew its revenue to around €4.5 billion last year.

Anne's advice? “Think big. We tend to be obsessed with the details, but there’s much bigger opportunities out there.”

3. Don't build an innovation lab

“Innovation is far too important to be outsourced. I’m not a believer in gluing an innovation lab onto the side of your organization. If your culture is not innovative, that’s not going to sustain. You’ve got to fix your culture first if you want to be in this for the long term. It’s got to be everyone’s job when they wake up in the morning. And you then have to create the air cover as a leader for that to happen, which is all about creating a no-blame culture. You can’t innovate as fast as we do without sometimes screwing up. We do it regularly, and when we do, we try to learn from it, but we know it just goes with the territory of being a disruptor.”

—Paul Clarke, Chief Technology Officer at Ocado. After a deal with Kruger in May, Ocado’s market cap blew past Marks & Spencer's—a sign of the tectonic shift happening in retail.

Paul's advice would be this: “Tell the truth about what's broken.”

4. Be a DJ

“A good leader is like a DJ—they play the music that makes people move, but they should accept that people will move in different ways and what’s important is that you move to the same rhythm and move forward.”

—Beatriz Lara Bartolomé, former Chief Innovation Officer of BBVA, and EMEA Advisor Director of Globant, a digitally-native technology services company.

To make change happen, Beatriz would advise you to “ask your teams what they think should be improved.”

5. Launch beacon projects

“Launching a product to market in a short period of time is the best organizational change program—you’re going to learn the most about how the company behaves. We call these projects that have a change agenda 'beacons.' Select them for their ability to help you build a new muscle. If you’re not building a new muscle with every project, you’re wasting an opportunity to learn.”

—Luis Cilimingras, IDEO partner and managing director of our London studio. He leads digital transformation and change projects, including starting an innovation studio called La Victoria Lab that creates new products, services, and experiences for Peru’s emerging middle class.

Luis's best advice: “Keep seeking out inspiration. It’s your job to be inspired.”

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Take a behind-the-scenes look at the event.

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People are always looking for ways to improve themselves. But what about companies? Companies are just collections of people, so it makes sense that they’d build up all kinds of bad habits over time. Shouldn’t our organizations be on a self-improvement regimen, continuously trying to fix what’s broken?

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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.

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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.

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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.

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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.

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.

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.

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.