Designing a new car takes years and requires strong collaboration between thousands of people. So when the Lincoln Motor Company began developing the luxury crossover Lincoln MKC, they invited IDEO to share key design-thinking methods to employees and departments to improve the process and to land on a better product.

IDEO built a pop-up studio inside an old manufacturing bay at the company’s Dearborn, Michigan, headquarters, and organized a collaboration between IDEO designers-in-residence and Lincoln employees from different departments. During the six-month collaboration, the IDEO team built a full-scale interactive car prototype to make various in- and out-of-car experiences tangible, and collected user feedback along the way. And they shared key design-thinking methods, which helped galvanize action across different teams, and sped up understanding of design thinking.

The MKC is credited with helping the Lincoln brand outpace growth in the luxury segment by more than two-to-one over competitors. Next up is turning the heads of luxury customers in China, where Lincoln plans to open 60 stores in 50 cities by 2016.

"By bringing together all our key internal stakeholders, the MKC meets and exceeds customer expectation," said Scott Tobin, Director, Lincoln Product Development.

Despite recent advances in Peru's banking infrastructure, the Peruvian public remains largely disengaged with its country’s banks. About 75 to 80 percent of the population lacks a bank account, preferring to safeguard cash at home versus entrust it to any institution. This represents a huge challenge—and opportunity—for Interbank, one of Peru’s largest financial-services firms.

Interbank and IDEO designed a customer experience that would differentiate the Interbank brand and capture a larger share of market. The result, an experimental space called Interbank Explora, is intended to serve as an “innovation lab,” where the company can continue to try the most advanced financial service offerings and get feedback from clients.

This fun and expressive environment—designed for customers, with customers—provides a sharp contrast to competing banks in Peru, which tend to be sterile, formal places that look like hospitals and have long lines. In its initial 60 days of operation, Explora exceeded expectations: Sales more than doubled overall, customer satisfaction rates improved from 33 to 84 percent, and profitability grew, including a 138 percent gain in non-interest-income activities.

Whether it’s the receptionist’s smile at check-in, the tasty snack at the bar, the thoughtfully designed lobby, or an easy-to-use mobile app, a hotel is no longer just a place to sleep—every detail plays a part in how much customers enjoy their stay.

Multinational hotel company IHG asked IDEO to help revamp its Holiday Inn Express brand in Europe—everything from public spaces to food and beverage, digital, and guest room interiors. Through their research, designers learned that the brand’s guests are independent and value-conscious, and appreciate a human touch. And yes, they prize good design.

Designers created a series of principles that informed every part of the hotel chain’s next-generation experience—things like a to-go concept for breakfast, an easy way for guests to stream their own media through their room’s TV, and assigned quiet floors for business-weary travelers.

As IHG rolls out the next-generation guest experience in the UK and across Europe, smart travelers can expect to check in to a high-touch, well-designed hotel.

“A hotel room is no longer just a place to sleep. This investment in guest insight and innovation is enabling us to stay ahead of the game,” said Mike Greenup, Vice President, Brand Management, Holiday Inn Brand Family, Europe.

Dealing with medication can often be a bigger pain than the ailment itself. Standing in long lines at the pharmacy, keeping up with expiration dates, making sure you take this medicine with food and that one on an empty stomach—it can be overwhelming.

An online pharmacy called PillPack had a mission to make it easier. PillPack worked to build a prescription home-delivery system that takes the pain out of the whole process. The venture brought their business to IDEO’s Cambridge office as a startup-in-residence, and worked with designers to fine-tune their offer and showcase it to the world.

Here’s how it works: Your doctor sends your prescriptions straight to the pharmacists at PillPack, who organize the medications—including refills, over-the-counter drugs, vitamins, and supplements—into presorted, personalized packets. These tidy little packets are labeled by date and time and delivered to your doorstep. Every 14-day supply of medication fits neatly into an IDEO-designed durable dispenser that is meant to become part of customers’ routines and fit seamlessly into their homes. IDEO also designed a travel pouch that makes taking medicine on-the-go simple and discreet. For those who need a human to talk to, pharmacists at PillPack's pharmacies are available anytime via phone or email to answer questions.

PillPack was the second startup-in-residence to work with IDEO Cambridge. Company founders Elliot Cohen and TJ Parker joined forces with the design team to redefine how consumers engage with their pharmacy. During the three-month residency, the teams focused on making sure that every customer interaction with PillPack—from signing up for the service online to using its product daily—was straightforward and reassuring.

Designers worked to refine the company’s brand vision, strategy, and identity across channels, and used this framework to completely redesign PillPack’s website, as well as a private dashboard for customers and a suite of physical products.

The result was a set of tools that reflected a true understanding of PillPack’s customers, a well-articulated product and service, and a human-centered approach. PillPack is still the only independent pharmacy in the U.S. that serves customers nationwide.

“PillPack has revealed the massive potential of combining design thinking and the drug market... This simple innovation makes life easier for seniors who can be a bit forgetful and have difficulty with bottles,” Wired wrote in an article about the company. “Younger patients with active lifestyles and chronic diseases can just pull as many packets as they need and go. All told, PillPack means you’ll never have to help your grandma sort pills into a tacky day-of-the-week organizer again.”

In June 2018, Amazon outbid other retailers to acquire PillPack for $1 billion.

What they found through their conversations took them a bit by surprise. There was a deeper malaise afflicting everyone they spoke to—something under the surface, under the symptoms.

Loneliness.

Months into a pandemic, the isolation that’s always been below the surface is even more extreme. It was in this context that I had the pleasure of talking with Dr. Murthy. We spoke about what leaders can do to facilitate connection, and why it is mission-critical for organizations to address loneliness and support relationship-building, even when we’re physically distant. Especially when we are physically distant.

I'm sharing some excerpts from our conversation here. I hope they inspire you and prompt useful explorations into the health of your communities.

Three types of loneliness

The feeling of being isolated from each other, Dr. Murthy discovered, is at the root of so many of our deepest ailments. He reminds us that we are social creatures, and that community heals us. Especially in these divided times, the way to a more happy and healthy society is both obvious and profound: human connection.

Connection in the workplace

Our professional lives—the experience of working and the quality of what we do—is heavily influenced by what’s going on in their rest of our lives. Yet there’s a hesitance to be vulnerable, share challenges, and ask for help. As a result, colleagues sometimes miss opportunities to help one another. It’s a loss, because through helping each other, we deepen our bonds. Empowering employees to help each other can be one of the most powerful ways for organizations to strengthen their teams.

The potential for something better

While our present moment lays bare how technology can isolate us and ideologies can divide us, it also shows us that new ways are possible now and in the future. My conversation with Dr. Murthy explored the role design can play in creating human-centered systems that make us all feel more connected—from the scale of individuals and teams, all the way up to systems, institutions and governments. We all have the power to design conditions that prevent loneliness, cultivate community, and foster good health.

The strain on our systems caused by COVID-19 reveals an opportunity to take new approaches to our work and our infrastructure— from how the government sets policies to how businesses empower employees. In rebuilding the world post-pandemic, we need to keep in mind the tangible benefits that human connection can support: mental health, physical wellbeing, academic and professional success. We can design policy to optimize human connection, ensuring our government recognizes these principles when thinking about housing, public health, or education, for instance. The question for leaders is, what changes are required to create connection and maintain cohesion, even as our structures and processes shift? The opportunity for leaders now is not to go back to how things were, but to imagine something better…and make a new “normal” built upon what supports us as, as Dr. Murthy points out, social creatures who need care and connection.

Original photograph by Meredith Nierman

There’s a story in Dr. Vivek Murthy’s book, Together: The Healing Power of Human Connection in a Sometimes Lonely World, about the tour he made across America in 2015, while he was U.S. Surgeon General. One of my colleagues at IDEO, Ann Kim, served as his Chief Design Officer and joined Dr. Murthy’s team as they set out to learn about the health crises gripping the nation—opioid addiction, chronic disease, violence—from the people who were suffering the most.

As pixels become a hidden quality, what would it be like to expose and celebrate this tiny landscape? Maybe it’s some sort of nostalgia for the pixel, but I thought it would be fun to prototype a game where part of the gameplay is uncovering this “hidden world” of pixels inside these new displays—and so the world’s smallest pixel art game was born.

Looking through the loupe

To start the project, I needed to see these tiny pixels up close. I bought a cheap jeweler’s loupe—basically a magnifying glass—and pressed it up against an iPad. Things looked promising with a 10x loupe. The level of magnification allows you to see the individual pixels, but still see a decent amount of the play area around the character. However, if your eye is pressed against the eyepiece of the loupe, it would make touch controls a challenge because you can’t see anything but the small area in the magnifying glass. To work with this constraint, I wondered if I could make the loupe itself the controller for the game.

The way iPads and most tablets sense touch is using a “capacitive touchscreen.” This type of display creates a grid of areas that hold electrical charge. When a fingertip touches the screen, the charge at and around the point of contact decreases, communicating where the finger is to the tablet. Electrically conductive gloves and styluses are able to work on these screens because they allow the properties of your finger to extend through the conductive material. So using the same idea as a conductive stylus, I put some aluminum tape on the loupe to transmit the capacitance from your fingers to the display. This allowed a player to move the loupe around the screen, and through doing so, interact with the game.

Exploring a tiny world

Next, I needed to develop the game. I borrowed from some of the classic role-playing-game tropes from games I played as a kid, building out a landscape that included many different climates—a desert, a lake, a forest, a deep forest, an ice tundra, and more. I created a tiny character that the player guided around the landscape by moving the loupe.

The idea is that the whole game is played on a single static overworld screen that never moves—you can explore an entire tiny world without ever moving more than a few inches. There are even a couple of fun ways the character interacts with the environment. For example, the player can force the character to fall into the lake, where he splashes around and quickly jumps out. I also created a hidden cave that shows how a game might work with inside and outside spaces that can be explored.

Overall, I’m pretty satisfied with the way the experiment turned out. There’s something about looking through the magnifying glass and into this new world that brings back some of the awe and wonder that came with exploring new worlds on my Nintendo when I was growing up—it just goes to show that screen technology doesn’t need to be pixel perfect to transport us.

Chart your own pixel territory

Want to try it for yourself? Here’s how to get your own version of this experiment up and running:

1. Build the loupe controller

Get a loupe, and some aluminum tape. I made two separate “T” shaped pieces of tape, and wrapped them around the edge of the bottom of the loupe. This metal transmits the capacitance of your body down to the edges of the loupe, simulating two-finger touch.

2. Load the game

There are two ways to do this. First, make sure you have Unity, then download the project from Github. You’ll also want to install the Unity Remote app on your tablet.

To quickly test the project, you can plug the tablet into a USB port on your computer and open the Unity Remote app on the tablet. In Unity on the computer go to Edit > Project Settings > Editor and select the tablet. Then press the play button at the top of the main Unity window and the game will appear on your device. This will let you try things out but it will be very slow to react and move the character because it’s running on the computer and sending each screen as an image over the USB connection. More detailed instructions can be found on the Github project page.

Alternatively, if you want to run the application natively on a device at a reasonable speed, you will need to follow the directions on building for mobile to set up your device with Unity.

Either way, once you’ve gotten the game up and running, you’ll have a good sense of the game mechanics and can go into the project to edit it to create your own tiny world—changing things like the landscape and character actions, creating new characters and interactive objects, and even extending it into an actual game. Happy exploring!

A quick shoutout to some of the great resources I used to create this demo:

• Tiled: A fantastic tool for creating tiled backgrounds for 2D games. This was extremely helpful for putting together the overworld.
• Tiled2Unity: This tool helps bring the tiled data into Unity seamlessly.
• opengameart.org: A great repository for free to use game art assets. My main tiles were modified from surt’s Blowhard Chronicles.
• rm2kdev’s 2D Unity RPG Development series: A super helpful video series on developing 2D games in Unity.

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When’s the last time you had to design for something as small as a pixel? In recent years, with the advance of retina displays on computers, tablets and phones, it’s easy to forget that pixels are still the building blocks for everything you see on the screen. (These new displays still use pixels; they’re just so small they can’t really be seen.) In the past, user interface designers had to build to pixel-perfect precision to avoid blurry aliasing effects and issues with displaying fonts on lower-resolution screens; today, this is all but a thing of the past.

Designers prototype everyday. It’s an essential part of the design and development process that involves translating early ideas into tangible prototypes that we can test in real life with real users. Prototyping is about being able to understand a challenge or an opportunity and find creative ways to move toward a solution, step by step. Essentially homing in on “building the right thing,” before “building that thing right.”

But the prototyping process doesn’t have to be limited to what you do for work. In fact, bringing this approach to your everyday life has the magical effect of turning common challenges into moments of playful exploration. It’s not necessarily about finding the ultimate answer, but enjoying the opportunity to experiment, improve, and learn along the way. You can prototype anything as long as you have the right mindset and get creative with your tools.

Here’s what it looked like when a sous-vide experiment took me down a prototyping rabbit hole (and how it could take you down one too).

Step 1: Get inspired

Inspiration can come from many places, like frustration with tools or objects that are not easy to use or the simple joy of creative exploration. For me, the latter happened when I stumbled across a recipe that used sous-vide, the technique of slowly heating meat or fish to its perfect core temperature so it doesn’t become dry or overcooked.

I thought it would be fun to try out for a dinner party, but didn't want to invest in a professional sous-vide machine. A typical moment where my prototyping obsession kicks in…

Step 2: Start out low-fidelity

An essential step while prototyping is identifying the simplest way to obtain the intended result—to achieve more with less. Isn’t the sous-vide technology just slowly heating up ingredients and stabilizing the temperature over a long period of time? That seemed pretty simple. So I gathered my materials: heat-proof bags, an electric thermostat, and of course, a couple of beautiful steaks.

I sealed the steaks in the heat-resistant bags, put them into a pot of water and used my oven to heat them up to 53°C/127 °F (the perfect core temperature for a medium rare steak). Unfortunately, the thermostat of a regular kitchen oven is relatively inaccurate, with the actual temperature being ±10°C/18°F compared to what it shows! That can make the difference between your meat being bloody as hell and completely overcooked.

That meant I had to place myself in front of my oven for over two hours, staring at the tiny LCD display of my electric thermostat and manually balancing the inaccuracy of the oven by turning the temperature up and down.

Step 3: Analyze your results

The good news: the meal was perfect—the meat medium rare—and my friends were impressed. But sitting in front of my oven, watching a thermostat for multiple hours, was less than ideal. This was the perfect starting point for the next iteration—looking into ways to automate and refine the temperature stabilization and improve my personal user experience.

Step 4: Iterate on key features

That’s how I found myself on a Saturday afternoon hooking up a simple heating rod, my electronic thermostat, and a milk stirrer with an Arduino board.

I mounted my thermostat to the top of the pot and coded my Arduino board to activate the heating rod as long as the temperature of the water bath stayed below 53°C/127 °F. Triggering the milk stirrer every once in a while ensured that the temperature stayed consistent throughout the pot. My prototype ran this process every 10 seconds and freed me up to focus on other parts of the dinner preparation while delivering another round of perfectly cooked meat and fish.

Step 5: Repeat until satisfied—or pivot

Each iteration of a prototype will reveal more detailed feedback and help you get closer to an actual solution. That’s why prototyping is the best way to learn while moving forward, and to de-risk decisions on product innovation or bigger investments.

Using my sous-vide prototype several times helped me identify multiple opportunities to improve it, like how to make it as compact as possible for easy storage (a great design and prototyping task in itself!). But most importantly, by using the prototype, I realized that I missed the sensorial experience of cooking. Simply waiting for ingredients to reach their core temperature in the water bath felt like an artificial, chemical experiment and was not the rich sensory experience I was looking for when spending time in the kitchen on weekends.

So I decided to pivot. After not using the prototype for months, I disassembled it and freed up the components for my next prototyping rabbit hole. Even if the sous-vide prototype actually never made it into a final solution, it helped me better understand what I enjoy most about cooking, and taught me something that I’m sure will be applicable to a future experiment—because the prototyping obsessive’s job is never done. Now, on to the next project!

On a Saturday afternoon (pre-COVID), I found myself in my kitchen, hooking up an Arduino board to a heating rod with one hand, and handling an electronic thermometer and a milk-stirrer with the other. How did I end up here? A hunt for the perfectly-cooked steak—and a typical result of my obsession with prototyping.

For years, I’ve watched smart companies buy into big data. Yet despite huge investments, some of them fail to reap the rewards. A 2017 MIT study revealed that 63% of executives expected to see a large impact on their offerings from AI in the next few years. But of the 14% of executives who reported already seeing a large impact, most cited examples in automation, decision-making support, and operational diagnostics for internal capabilities. Those kinds of advances can contribute to higher profits and short-term differentiation, but operational efficiencies do not generally help organizations grow beyond their peers. They also aren’t the deciding factor that will carry you through a yo-yoing economy. So how, exactly, do successful organizations unlock sustained and differentiated value in an AI-enabled world, at a time when immediate change may seem necessary just to survive?

It starts with experimenting and iterating with data—in a responsible way— to find your organization’s unique value proposition. Intentional experimentation mitigates the risks of failure by ensuring that you learn which data skillsets are critical to your organization, while at the same time identifying product-market fit. It’s a process that can happen before, during, or after a broader digital transformation, and there are three different ways to approach these intentional experiments: scaling internal offers, piloting to stretch, and purposeful venturing.

Scaling internal offers

In 2004, a web design company called 37signals needed a project management tool to keep all of its work streams on track. Initially, its solution—Basecamp—was meant to be a tool that would help the company be more efficient, and serve as a single source of truth for all its projects. But the more valuable it became internally, the more the company realized that it could be valuable externally. Eventually, Basecamp became 37signals’ core business; it adopted Basecamp as its name, and folded other offerings under the new brand.

Scaling internal offers is a smart way to create new revenue streams that can also help drive an organizational purpose. It’s a particularly good approach for companies that value creating internal capabilities and investing in their employees.

Another example comes from a liability insurance company that had recently gone through quarterly reviews. The company took a deep dive into large lawsuits, setting case direction and identifying where liability existed and standards had been breached. These observations were used to set financial reserves and, after months of manual curation, create risk-management training materials. While this company had already developed a technique for improving best practices, leveraging data to create a digital tool would give them an opportunity to scale up dramatically. The resulting in-house product allows the company’s claims and risk management representatives to rapidly identify new and emerging trends, as well as strategize case management on the portfolio level, saving thousands of human hours and much more in lawsuit expenses over the course of a year. With a bit more refinement, the firm could offer a version of its tool directly to policy owners, which could allow them to adopt best practices in real-time.

Piloting to stretch

A classic example of this approach comes from Netflix, which started offering streaming video services in 2007, alongside their penalty-free mail order DVD rentals. When the streaming service was born, it was a digital replica of the video store experience, browsing and selecting movies from a wall. But as Netflix accumulated ever more data about what people watched and their preferences, the streaming service became a data-driven way to personalize and recommend content, better fulfilling its purpose of “entertaining the world.” In fact, developing this data-driven capability in-house has given them sufficient insights into viewers’ preferences, which they are now using to create their own content, dramatically shifting the entire media landscape because of the data they own.

Piloting to stretch is a method of launching a new venture that brings in cash and stretches the organization to more intentionally fulfill its purpose. Often, that can require an entirely new business unit, with a new culture and team, so that it can grow without absorbing existing constraints. This approach is particularly appropriate for organizations that are seeking a new lever for growth, or are looking to disrupt their industry.

For Ascensia Diabetes Care, it was about recognizing a service gap for patients newly diagnosed with type 2 diabetes. Most people, shortly after receiving their diagnosis, are scheduled for a brief consultation with a certified diabetes educator (CDE) who helps them learn the basics of managing the disease. But the short time a CDE spends with a client isn't nearly enough to establish new habits and enable sustained lifestyle changes. Ascensia saw an opportunity to create a new remote care service that would allow people with diabetes to interact with CDEs over a prolonged period of time through a telehealth platform, helping them better acclimate to their condition. To design the right program and path for each patient, Ascensia created data-driven tools that would help CDEs know how and when to interact with users. Initially, the company piloted the app with 60 people, and early results showed that users were willing to adopt and adhere to the program. Only two participants failed to complete the study—a stunning success rate when adherence to therapy for chronic illnesses in developed countries averages around 50%.

Purposeful venturing

Google may have started as a search engine, but in 2015 Alphabet emerged as an umbrella organization that made space for Google to pursue other ventures, some that might seem far beyond the scope of the core business. Alphabet’s interests— everything from life science (Calico) to transportation (Waymo)—are all in service of doing the right thing, and separating Alphabet’s other ventures from Google kept them from getting mired in particulars of the Google organization. This nimbleness has allowed Alphabet to fulfill its broader purpose, even during the extreme uncertainty of a global pandemic; the company quickly launched one venture, Verily’s Project Baseline, to research COVID-19, while Google and Apple have partnered to develop an exposure notification system.

Purposeful venturing is a way for an organization to create new business lines that drive growth. These ventures operate independently, with their own teams and cultures, and may require dramatically different ways of working that would be distracting for the core business’ operations. It’s a good fit for companies that might have many different ways of achieving their purpose, or for firms that can create symbiotic effects with auxiliary offerings.

In practice, it can also look like this: A nimble venture firm called 1848 Ventures (a subsidiary of Westfield Insurance) recognized that staffing is one of the biggest uncertainties business owners grapple with. Over-staffing eats into their already razor-thin margins; under-staffing means long lines and lost revenue. By rooting their innovation efforts in their purpose—to help their customers mitigate risk and uncertainty—the firm saw an opportunity to create a service that would help small businesses better manage their expenses through a tool that combines large data sets and an intuitive interface to optimize operational decisions. This new product was piloted with restaurants to help them offset the thin margins they need to survive.

Regardless of whether you experiment by scaling internal offers, piloting to stretch, or purposeful venturing, there are ample opportunities to simultaneously unlock product-market fit while getting a better grasp of the capabilities your organization needs to grow. Design offers a way to mitigate the risk of missing product-market fit and improve your odds of success in a way that dovetails with your existing capabilities and long-term vision. So after you pick your path, get out there and start prototyping early and often with data products, just like you would with anything else. It’s the best way to make sure that your data investment will push you past operational efficiencies, to sustained and real growth.

Illustrations by Nate Kitch

Over the past six months, the pandemic and the economic uncertainty it ushered in have sent companies in every industry flailing; to survive, many have leapt to major digital transformations. Scrambling CEOs have bought into the hype around data and AI that has been swirling for the last decade, all in hopes of making it to the other side. It’s a smart move. Even in a moment as stark as this one, with no sure path to a return to normalcy, data has the potential to ethically deliver unprecedented value to consumers, organizations, and shareholders. But just because the potential is there doesn’t mean the full value of these investments is being realized.

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.