D4V is a Tokyo-based early stage Venture Capital in partnership with IDEO. Two years ago, D4V invested in healthcare startup Ubie, which develops a service called AI Monshin Ubie. The digital service was created with the goal of reducing the burden on healthcare professionals working long hours, under harsh conditions. AI Monshin Ubie automates a number of patient registration and documentation processes through digital tools, enabling doctors to spend less of their time on manual paperwork, and to dedicate their valuable skills and attention to the patients themselves. Currently, the service is installed in 200 medical institutions in 41 prefectures across Japan.

With AI Monshin Ubie, patients fill out preliminary forms on a tablet, rather than paper, entering information about their health history and current symptoms directly into their digital medical record. As patients fill out the questionnaire, the Ubie AI generates questions in real-time according to patients’ responses, which results in more appropriate and accurate data. The patient’s responses are automatically formatted for the doctor to review prior to and during the consultation. As a result, doctor consultation times and facility operation times are drastically reduced.

With the Coronavirus raising fears of a possible health system breakdown, Ubie has made improvements to anticipate and possibly prevent in-hospital infections. Until recently, Ubie’s services have been primarily used by large hospitals; but in light of the global health crisis, Ubie approached D4V—who partners with IDEO—to help rethink the onboarding experience and quickly facilitate the introduction of AI Monshin Ubie in regional clinics across Japan. D4V and IDEO have been working with Ubie for many years to collaborate in various areas, including UX, rebranding, international research, and more. Therefore, they had a foundation of knowledge from which to build these new features.

Typically, AI Monshin Ubie has been introduced to new hospital clients through direct, in-depth instructional visits from Ubie sales staff. This approach has worked well for rolling out the product to Japan’s 8,000 large hospitals; but for the 100,000 smaller clinics, Ubie needed a more efficient onboarding method to enable staff to get set up smoothly and independently.

During research, D4V and IDEO team members engaged with many different clinic staff members, including full-time doctors, part-time doctors, nurses and receptionists. The researchers found that staff tend to react skeptically to new tools and services, with a common preconception that they will add to their workload. One clinic director’s first impression of AI Monshin Ubie was, “It looks complicated.” But once he actually used the service, he realized that it was very user-friendly.

The team quickly understood that it was important to remove preconceptions by clearly communicating Ubie’s benefits and ease of use. They created a two-minute animation and designed three separate guidebooks. The animation adopted a friendly tone and expressed empathy for doctors, staff members and patients, highlighting how Ubie can bring benefits to each of them. The animation showed how Ubie fits into the existing workflow and explained complex systems in a straightforward and accessible way.

WATCH: A short video clip explains the benefit of their product and service to avoid the users’ concerns in advance.

The guidebook for doctors and directors explains how Ubie’s AI smooths the patient consultation experience and greatly improves the quality of medical care. It also introduces concrete how-tos around set-up, implementation, and ideal workflow. FAQs were also included, addressing concerns about whether or not elderly people would be able to use it.

Ubie business development leader Kenji Yamada says, “D4V and IDEO have a deep understanding not only of design, but of our entire business. They provide inspiration by bringing experience and knowledge that comes from working with other industries and clients outside of healthcare. We appreciate that they can share the knowledge that they’ve obtained with our business.”

Read the Japanese-language version of the Ubie case study here.
When You Feel Unwell, Ask Ubie: Check your symptoms for free
Learn more about Ubie: Global Company Website

In the emergency room, an intervention that’s administered too slowly could cost a patient their life. With COVID-19 fueling a surge in acute respiratory conditions, intubation—a procedure that involves inserting a tube through the mouth or nose and into the airway—is more common than ever. For patients struggling to breathe, the tube can be connected to a ventilator that pumps oxygen to the lungs, keeping them alive.

While a laser-focus on the present is critical for successful patient outcomes, hospitals and physicians often don’t have time to look ahead and anticipate the future of the operating room experience. As technology rapidly improves, there is a ripe opportunity and pressing need to evolve medical equipment to be more innovative and intuitive. Verathon Medical, a global medical device manufacturer, is supporting health care providers at the cutting-edge of care.

Verathon approached IDEO to redesign the existing product system for laryngoscopies and bronchoscopies—procedures that examine parts of the throat through intubation. During these examinations, a tube with a camera embedded in the tip is inserted through the patient’s nose or mouth. The doctor can then see inside the throat on a video monitor, and therefore more easily and quickly intubate and perform the exam.

To create a groundbreaking device, the team observed over a dozen laryngoscopies, bronchoscopies, and intubations. They noticed that many anesthesiologists relied on fixed equipment during the procedures. For example, some had grown accustomed to looking over their shoulder—away from the patient—to view the monitor.

During interviews, physicians and residents expressed difficulties with the current technology, sharing that the small screens aren’t conducive to team viewing or student instruction, and they must often use a separate computer to record patient notes. Others reported frustrating workflows, needing to constantly divert their attention and move their hands between the patient, prep tray, monitor, sterile bin, and disposal bin. These inconveniences and inefficiencies are not only cumbersome, but can increase the risk of infection and fatality.

The team relied on these insights to start designing a next-generation product. Through sketching, storyboarding, and building in real-time alongside doctors and clinic staff, designers quickly teased out additional findings and validated concepts.

This work led to the creation of the GlideScope Core: an all-in-one, portable product system that supports both video laryngoscopies and bronchoscopies. The base of the device—a wheeled cart—has built-in storage units for tools and a disposal bin, offering more mobility and accessibility for medical professionals.

The product’s tagline, “see more, do more,” points to the improvements made to the video system, including a large 10- or 15-inch high-definition touch screen monitor. Displayed images can be enlarged and rotated 180 degrees for improved visualization, team viewing, resident training, and classroom demonstration. To help doctors keep both the patient and monitor in their line of sight, the detachable screen can be secured to an adjustable arm that can be positioned directly over the patient. Additionally, the monitor’s patient annotation feature gives staff access to more of what they need in one device.

The product has been especially valuable for providers and patients during the coronavirus pandemic, when it’s imperative for doctors to keep their distance from patients’ mouths and noses. The GlideScope Core’s movable, detachable, and large, high-definition monitor makes it easier to take this precaution and intubate more quickly. This usefulness is reflected in the 5-fold increase in cart-based device orders for Verathon. While most providers typically order anywhere from 1 to 20 devices for airway procedures, one hospital system requested 600 GlideScope Core systems to meet current intubation demands.

Through modern technology and a focus on human needs, the GlideScope Core supports improved patient outcomes and creates a more seamless operating experience for medical professionals. The product underlines the key but often overlooked fact that often, in order to ensure the healthcare industry is patient-centered, medical device manufacturers and hospitals must also focus on improving the experience of providers.

Healthcare is notoriously difficult to change. Rules and regulations present complex barriers; health practitioners and organizations often have entrenched ways of working; and lives are literally on the line. Despite these significant barriers, the leaders at Newton-Wellesley Hospital (NWH) boldly committed to improving patient care through a new approach.

NWH is a community teaching medical center in Newton, Massachusetts. Because of its proximity to Boston—a city known for world-class healthcare institutions—NWH needed to differentiate itself. The hospital's new president, Dr. Michael R. Jaff, reached out to IDEO for help: "I knew that providing an unparalleled patient experience would set us apart from our competitors." But, Dr. Jaff’s particular approach was unique. He and Dr. Jodi Larson, Chief Quality and Experience Offer (CQXO), saw an opportunity to drive better patient outcomes through cultural and organizational change.

"You cannot learn any more than when you get to listen to your potential patients say why they would never walk into your place." —Dr. Michael R. Jaff

IDEO partnered with NWH for a year of work together, kicked off by defining the vision for NWH and ramping up to in-hospital prototyping and the launch of several new initiatives. A pilot project with the Women's Imaging Center (WIC) focused on solving departmental and employee challenges to provide a better experience for women getting mammograms.

Fueled by this potential, the WIC team redesigned key work processes and created a set of experience principles that inspired new service prototypes. Guided by principles like "Express mutual gratitude" and "Honor every voice," the WIC team tested ways for patients to acknowledge outstanding caregivers and created tools to gather better feedback from patients and adjust quickly. The experience of designing better services inspired the WIC staff to become ambassadors for the power of design thinking across other departments inside NWH and they continue to build on the work through new prototypes and experiments.

Next, IDEO partnered with NWH’s ambulatory surgery group. They took an analogous research trip to Boston’s Logan airport to see with fresh eyes how other high-touch customer service organizations provide customer value in a complex setting. Insights from the trip were applied through live prototyping of several new experiences inside the hospital, including a pre-surgery visit summary and pre-operation care carts.

Analogous research helped us realize that we can learn from other industries and incorporate some (cool) best practices if we allow ourselves to get over the ‘that would never work in the hospital’ mentality. - Dr. Jodi Larson

One of the most impactful prototypes was Care Modes, a tool to empower the NWH care teams to tailor their approach and interaction with patients based on the patients’ unique needs, beyond simply their clinical requirements. Four distinct approaches were identified for engaging a patient before surgery—Explain, Partner, Embrace, and Encourage. The Care Mode is determined based on the provider's understanding of a patient's degree of self-advocacy and their confidence that surgery is the best solution to their issue.

Historically, care providers have been trained to deliver consistent care above all else. However, Care Modes powerfully acknowledge that patients respond differently to different types of care. The Care Modes empower the team—from surgeon to nurse to anesthesiologist—with a clear framework for how to interact with and provide care for patients so they feel most comfortable. Based on the prototype's success with patients and impact on the staff culture, NWH has incorporated Care Modes into EPIC, the hospital's electronic medical record.

The importance of being patient-centered has been central to the healthcare conversation over the past thirty years; but new explorations reveal that there’s far more potential for innovation and improvement when the provider experience is considered in tandem with the patient’s. Each enables the other, and design for both together yields stronger solutions and better outcomes. IDEO's work with NWH demonstrates this vital shift in user-centered healthcare—one can't design services and experiences for patients without designing for their providers’ culture as well. When these go hand-in-hand, meaningful institutional change in healthcare is more than possible.

The mission of Chicago's Museum of Science and Industry (MSI) is to inspire children to achieve their full potential in the fields of science, technology, medicine, and engineering. Leaders at MSI realized they needed to drive day-to-day operations and maintain historic exhibits while focusing on where to go next. To prepare for its next decade, MSI worked with IDEO to create a new business focus to support the museum’s aspirations for the future. The plan would allow MSI to respond to the demands of the marketplace and raise the funds to get there.

At the beginning of the project, MSI laid out its priorities: improve equity of access, enhance the museum experience, and create a more innovative culture. To dive into each of these areas, IDEO conducted immersive research with families, teachers, donors, and staff.

IDEO brought together 60-plus donors, board members, and staff members to engage in a design thinking exercise to unpack and address the tensions that come with choosing a new strategic trajectory. Instead of having a standard ballot vote, the IDEO team encouraged participants to get up and vote with their feet, helping the group of stakeholders physically align on the museum’s new direction.

At the end of the research and prototyping phases, MSI and IDEO developed a vision called Provoking Minds, Inspiring Futures, creating six detailed design briefs to equip MSI teams to bring initiatives forward. The briefs laid out everything from recommending a new Department of Next, dedicated to ensuring that the future is at the heart of everything the MSI does, to MSI Runway, a place for experimental, small-scale, and limited-run exhibits. The ideas were brought to life with an interactive exhibit, built quickly with everyday materials like plywood and circuit boards, to demonstrate that creating an inspiring vision of the future doesn’t have to be an expensive endeavor.

The team also focused on insights that highlighted accessibility issues some families brought up early in the design process—travel across the city via public transportation can be lengthy, and the cost of admission to special exhibits could be prohibitive. To address these concerns, IDEO came up with the Mission Accessible brief: Inspired by casino buses, MSI bus stop signs would be posted in various low-income neighborhoods, signaling a way to take kids and families to the museum for free.

During the project, the IDEO team identified some low-hanging fruit, like rethinking ticketing and improving the student field trip experience, and helped the museum create cross-functional innovation teams to apply design thinking skills towards solving those challenges. They researched, brainstormed, and pushed forward new concepts, meeting weekly to share and build on ideas. At the end of the four week period, each team prototyped their ideas—new outdoor programming, software tools for visiting tour groups—and pitched them to each other.

In 2019, two years after the conclusion of the project, the collaboration paid off. With its new strategic plan and additional resources, the museum has renewed its commitment to serving youth, and MSI’s team, including donors, are aligned on a collective vision of the future. MSI raised more funds than in any previous year, including the single largest gift in its history—$125 million, nearly half of its $380 million fundraising goal—that will help ensure the years ahead.

1. Get out of your head

When the music comes on, I let go of what’s in my head and let my body take over. Learning the steps mechanically will never get me into the groove—I have to connect to the music to find my flow.

Design work is no different. Exploring the future of the credit card (yes, that’s part of “design” work here at IDEO) probably won’t have you jumping out of bed; you have to find something in the challenge that moves you. In this case, it was understanding that the card could be about access—to that trip you often dream of taking, to the most amazing cup of coffee in a little-known cafe, to that stunning bag that is clearly missing from your collection. This shift, from payment to access, unlocks a whole new way of thinking about the opportunity. When you move beyond executing the mechanics and find a way connect to the opportunity on a deeper, more personal level, you will be able to bring your best creative energy to it.

2. Learn as you go

In class, we don’t see the full routine at the beginning. We learn it in parts and build as we go. This requires trust and patience: trust that the parts will add up to something bigger, and the patience to go through a process of trial, error, and repetition.

This runs counter to how I (and many people) work. Designers like to move fast—to begin with a vision and quickly start building it out. For example, imagine a smart, voice-activated delivery service for an older adult. You can probably already envision a prototype in your mind. But how will the service interact in a way that feels appropriately human? If the user asks the same question again and again, how will it respond to her? How might it share relevant information with her family and caregivers? Designing these details is critical to getting the service right. Even when the vision comes easily, following through requires is an exploratory process that requires patience. Putting in the time and effort to learn something new is sure to pay off when some unexpected revelation emerges.

3. Add your flare

Once I know the mechanics of the dance, the real work starts: a subtle swing of my hips, the way I hold my hands, adding my flare to a key transition. This is where I make what I’ve learned my own.

It can be scary to take something that’s been expertly designed and change it. When working through a new digital ecosystem for a retailer, a visually compelling user interface could stop you from questioning possible disconnects in the customer experience or retailer mechanics. But being part of a design team is about looking for places where your unique perspective adds depth and insight to what you collectively create. So don’t be afraid to put your post-it sketch on top of a beautiful screen. Sharing your point of view gets you to an even better design.

4. Get inspired, not competitive

During class I seek out the people in the room who pick up the moves quickly and execute them perfectly. When I start comparing myself to them, I always lose. But when I shift my perspective and instead draw energy and take pointers from those dancers, it opens up a world of possibilities. My moves improve and so does my confidence.

We all have high expectations for our work. But when you look at other people as reference points for how you’re failing, self-doubt invariably creeps in, preventing you from doing your best work. What if the next time you start to judge yourself, you pair up with a designer who inspires you to explore the challenge side-by-side? Your design jam session may not get you as sweaty as a hip-hop jam session, but you'll likely still find yourself smiling—and doling out a few high-fives along the way.

Illustrations by Yue Yuan.

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I wanted to try something new this year. Something that scared me a little bit. (Okay, a lot.) So I signed up for a hip-hop class. On the first day I almost didn’t go, but an hour into class I was covered in sweat, smiling from ear to ear, and high-fiving my fellow classmates. On Monday morning I found that what I learned in class had followed me to work. It was more than just the music in my head—there were other lessons to take from that class. Here’s what I discovered about how hip-hop can make you a better designer:

Today’s products were designed for the industrial era of browsing store aisles and making choices based on packaging. But now that we’re largely buying stuff online, it’s time to rethink that model.

So, IDEO’s London and Munich studios teamed up to create an exhibition of six circular design fictions called Never Finished. (We also worked on a design guide with the Ellen MacArthur Foundation, which you can find here.)

Circular products and the materials they’re made of are designed to be kept in use, to be regenerative, and not to be thrown away. Tomorrow’s things will also be smart—with sensors and software built into them—which will allow us to improve their usefulness over time. Circular products promise to save both money and the planet. (You’ve heard about the great Garbage Patch in the Pacific Ocean, right?)

Take a peek at the potential future of product design:

What if your makeup got better with age?

Infinity is a makeup service with packaging that is designed to get more beautiful, more useful, and more valuable as you use it. Housed in luxurious, long-lasting brass, Infinity’s lipstick holder and blusher case are designed to grow old with you. A built-in scanner (sensor) also captures skin health data, and orders (customized) refills when empty.

What if food packaging was redesigned for online shopping?

Food packaging is designed to attract people’s eye on a supermarket shelf, extend the lifespan of the product, and protect what’s inside from damage. But it’s over-engineered for online delivery, and it's hard to recycle. Clean is a new food packaging system designed for online delivery services. It’s refillable and easily decanted, recycled, or composted.

What if sneakers could be made better than new?

Once these sneakers are worn out, the owner simply bags them up in a pre-paid shipping pack and sends them back to the factory, where the sole is scanned and the materials are disassembled and processed for reuse. The factory then uses the scan of the sole to print a new shoe using the reclaimed materials—perfectly tailored to the user.

What if your household gadget sold itself?

Use Me/Lose Me is a usage-monitoring service that aims to get the most out of household appliances—even if that means changing owners. Using a web-connected chip, Use Me/Lose Me sends a text message to a gadget's owner quoting the latest price they could get for selling it. If the user wishes to sell, they can simply reply to the text message, which automatically uploads the item to an online auction site, arranging the entire sale, payment, and shipping.

We had a lot of fun pairing circular design principles with user needs. By exploring “what if” scenarios, we believe we have found more elegant solutions to the traditional linear path of make, use, dispose.

Of course, moving to a Circular Economy won’t be easy. Consumerism is a huge, gnarly, systemic problem, driven by shifting business models. But change will be driven by people who choose to buy products and services not because they’re circular, but because they are better.

We hope Never Finished feels like a gauntlet thrown down to you designers out there. Let’s make things that are better for the user, better for business, and better for the planet.

Already working on something circular? Tell us more!

What do you do with your stinky, worn out sneakers? How about that empty lipstick case? If you answered, “Toss it in the trash, of course!” you’d be completely normal. What other choice do we have?

Name: Katie Clark
Location: San Francisco
Role at IDEO: Digital Marketing Director
Joined IDEO: 2003
Twitter: @katieclark
Instagram: @katieclark
Titillating Fact: I once ran a marathon on what turned out to be half a functioning heart. I had heart surgery one month later—good as new!

1. NASA Social

I grew up in Central Florida watching more space shuttle and satellite launches from Kennedy Space Center than I can count. We had astronauts and astrophysicists as neighbors, and I had some pretty great show-and-tells in my day. I can still remember watching the Challenger explode and knowing instantly, even at age 6, that something was wrong.

Needless to say, I’ve had a lifelong obsession with NASA and became involved with NASA Social events a few years ago. The event series is NASA’s way of emboldening and educating social media-savvy citizens around events, launches, and the incredible work NASA does. The ripple effect means more and more networks learn about the variety of things happening throughout the space nerd universe.

Here’s how it works: You apply for specific events and, if approved, you receive press-equivalent access—a.k.a. “social media credentials”—to briefings, tours, NASA personnel, etc. I even got to meet Charles Bolden at the last one I attended in Lompoc, California!

2. Angel Island

Growing up in the U.S., kids are steeped in the history of Ellis Island, but Angel Island seems to be its unknown little sister. This is one of my favorite places to visit in the San Francisco Bay Area for a number of reasons, and yet, many Bay Areans have never even heard of it, even though it’s right next to Alcatraz. I recently became an Angel Island Conservancy board member, so I like to evangelize its awesomeness every chance I get.

The history of this island is incredibly fascinating (and at times fraught), from its time as an Immigration Station carved with Chinese poetry to its service as the Cold War-era Nike Missile launch site. Angel Island even has an endemic mole, found nowhere else in the world, aptly named the Angel Island Mole. You can camp there overnight or just come for a day and finish your hike with a beer, a cheese plate, and live music at the Angel Island Cafe. Get on the boat!

3. Dub Nation

If you've heard of the NBA, you’ve heard of the Golden State Warriors. I know that loving the Warriors doesn't make me special, but my husband and I have been fans since long before they were considered a good team. (Read: we could actually afford tickets back then). Here are a few things that make this team inspiring:

• Head Coach Steve Kerr. This man has been through some of the most earth-shattering events anyone can imagine, and is still one of the most inspiring leaders in professional sports. To boot, he and his family are active in several sport-related nonprofits including Peace Players International. As I write this, he’s suffering from major post-surgical complications and his team’s response has been nothing short of tear-jerking.
• Point Guard Stephen Curry. If calm and collected had a name, it would be Steph Curry. His pregame tunnel shots alone are worthy of a few paragraphs, but I’ll just let you watch this (he does this before every game). You can catch a young Steph and his former-NBA dad in these clairvoyant 1990's Burger King commercials.
• Dub Nation. I'm a former college athlete who grew up in the football-crazed American south, so I thought I knew something about intense sports fans. Nope. Warriors fans (we call ourselves “Dub Nation”) are among the coolest humans I’ve ever met. I still love this 2013 article about jumping on the Warriors bandwagon. Some of it is still applicable today, particularly Steph Curry’s mouthpiece chewing, so it's not too late to jump on yourself.

Header image by Clem Onojeghuo.

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In this series, we ask IDEO designers to share the stuff they're digging right now—tools, books, music, sites, people, places—so you, too, can drink from the fount of inspiration bubbling up here. This week's guest star: Katie Clark.

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I took this picture last summer while I was back home in Istanbul. Summer in Istanbul is very, very hot. Sometimes the mercury in the city gets up to 113F. It’s pretty unbearable.

On toasty afternoon, I took this picture of a bunch of people capitalizing on the shade in a park to avoid the sun. At that time of day and year, the shadows defined the usable space within the park.

From a design researcher’s perspective, this picture says so much about how the sun and shade affect how we interact with cities and spaces. Sometimes design is all about constraints.

It’s a great reminder of all the factors to consider when we design for urban environments. Or a great reminder that nature is a designer, too.

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 the invention of new products, services, and experiences.

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.