

Designing a better onboarding experience for an AI symptom checker at clinics
Enabling doctors to spend less time on paperwork and more on patient care.
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


An improved airway intubation system that helps physicians save more lives
The GlideScope Core offers elevated visibility and a seamless workflow for intubation, allowing doctors to better conduct routine procedures and respond to health crises.
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.


Transforming a community hospital from the inside out
Designing for caregivers to create world-class care for patients.
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.


Helping a historic museum prepare for the future
Using design thinking to improve access, experience, and culture.
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.


How I Taught Myself to Code in 3D
Hosting a 3D dance party in multiple realities
I’ve always been a self-taught coder, so a few months back, I decided I’d get a jump on AR by playing around with 3D coding. What better way to figure it out than to create 3D dancing avatars of my friends so I can host virtual dance parties? (The idea may have been inspired by some of my previous work.)
So I went around asking my colleagues if I could 3D-scan them. I know what you’re thinking: How did I get anyone to agree to this? When I asked people to be scanned, they were so excited to "be 3D" they didn't even ask what I was going to do with the scans.

Left: IDEO CTO Tom Eich IRL. Right: Tom's 3D model mid-groove.
Once I got the scans, I "rigged" them—meaning, I gave them bones. Once they had bones, I could assign motion capture dance data to them that I pulled using 3D software. Finally, I loaded them into my code, which I had written with the help of countless tutorials on three.js, an API for 3D graphics. I created a desktop, AR, and VR version so that people could experience the dance party in the reality of their choosing. (3D assets in motion are surprisingly easy to transition between realities.)
The IDDDEO New York dance floor.
Tom Eich dancing in AR.
When participants saw their avatars in motion, they were definitely confused; for many, it was their first time seeing themselves in 3D. Being able to rotate a camera 360 degrees to see yourself from every angle is just not possible in reality, especially when you’re in motion. Most people immediately pointed out all the color/modeling imperfections in their 3D likenesses that resulted from my use of (what is clearly) an off-the-shelf 3D scanner.
Once the studio saw their coworkers’ 3D models dancing, everyone wanted an invite to the dance party. My fellow tinkerer Danny DeRuntz even brought the party to IDEO Cambridge, where he had long lines of people waiting to be scanned in.
The IDDDEO Cambridge dance floor.
My next endeavor will be creating an audio-visual beat machine that lets anyone sample and manipulate YouTube clips using my own pseudo format, AZZ. (Here’s a demo for the curious.) In the meantime, I’ll be fine-tuning the 3D dance code in hopes of eventually bringing this experience to real life parties in NYC. Sadly, elegant and portable 3D body scanning does not yet appear to be a thing. Hopefully soon?
Check out the dance floor and create your own party here.
Want to follow the project? I’ll be posting updates on my Instagram.
As an interaction designer, I’m always testing my limits and teaching myself new technologies. And whenever possible, I like to use those new tricks to make people smile. My projects often have no purpose other than giving me an excuse to play on the computer. But I’ve found that combining my passion for the absurd with my passion for learning new tools can lead to glorious outcomes.


A Designer's Guide to Emergency Preparedness
IDEO designers share their non-scary, non-overwhelming disaster preparedness plan
As designers who have worked on multiple preparedness and relief projects, we start by understanding why people choose not to prepare, then identify ways to make resilience easier.
Just like buying life insurance, or saving for a rainy day, a future emergency is an abstraction that’s hard to connect to our day-to-day priorities. And unlike seeing everyone else’s trash cans line the curb once a week, preparedness doesn’t have any visible prompts to encourage all of us to get with the program.
Symbols of participation can be powerful change agents, and we know that something as simple as filling out a checklist or talking about a plan can make the abstract tangible.
So what can you do today, for tomorrow?
Break down the process into bite-sized tasks, attach them to a concrete timetable, and connect with the people around you. By building strong connections with your community and taking the time to create a plan, you’ll be more equipped when the big one hits (whatever the big one might be.)
Here are a few simple steps to get you started—collaboratively—in just a week. Share this with your family, your roommate, your colleagues, or your book club.

Now: Follow Local Alerts
Make sure you know what’s going on around you. Follow local emergency alerts from the Fire Department and/or your local Department of Emergency Management on the social media platform you use most (Twitter, Facebook, NextDoor, etc.).
Tomorrow: Copy Your Documents
Scan and store a copy of your important documents. Take a photo of or scan your driver’s license, passport, lease/ownership documents, social security card, and other important documents. Save them (somewhere safe) in the cloud.
This weekend: Gather Your Stuff
Start assembling an emergency kit. Print out a of essentials, useful stuff, and personal items to get started. You’ll be surprised at how much you already have—it’s just a matter of getting it all in one place. And when it comes to supplies, a good rule of thumb is to have enough for three days.

Next week: Make a Plan
Make an emergency plan with your people. Have friends or family over for dinner and hatch it together. It’s like giving a spare key to a neighbor. Do it once, and hopefully, you'll never need to use it.
Cross these four things off your list, and we’ll all be better off when the next wildfire or bomb cyclone hits.
This winter, wildfires raged across California. The air has been heavy with smoke and thick with the power of Mother Nature. And the Left Coast isn’t the only place to be hit by a natural disaster recently (Hello Eastern Seaboard, Houston, Puerto Rico, Florida). As climate change accelerates, getting prepared is on all of our minds.


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

I took this picture at the beach festival in Chiba, Japan. Sudden rain is hard to avoid in the Japanese summer. When it started pouring at the beach, a man covered himself with the tarp he had been sitting on. After about five minutes, a bunch of people joined him under the tarp, which had been turned into an improvised umbrella. I loved that the man helped his fellow festival-goers escape the rain without a second thought.
Human-centered design requires us to observe human behavior with beginner's eyes, so that we can spot the innate ways people interact with the world around them. We call these intuitive and unconscious reactions Thoughtless Acts, and IDEO designers collect photos of them to inspire their work.


An Unscientific 5-Step Plan for Reaching Your Goals
Jake Knapp shares his slacker-friendly plan for sticking with resolutions
Then one year I read The Happiness Project by Gretchen Rubin, and was quite taken by this line: “What you do every day matters more than what you do once in a while.”
Huh, I thought.
The next January, I made a resolution to "Run every day." To exercise daily, I had to change my mindset. I couldn’t be too hard on myself — if there were only 10 minutes, then a 10 minute run had to be okay. In other words, I had to be a bit of a slacker.
It worked!
Building a small daily habit was way easier than a big sometimes habit. Don’t get me wrong, it wasn’t like magic. I fell off the wagon several times, but each time I managed to get back on. Since the goal was doable, if I missed a day or two, I didn’t have to break the ice when I resumed. It worked, and the habit stuck!
Next, I tried a New Year’s Resolution for writing. Previously, I’d only bothered writing if I had at least 90 minutes of uninterrupted time (which is pretty rare). Using my new slacker method, I resolved to "Write every day, even just 10 minutes."
Again, it was easier to stay in rhythm, and the habit stuck. (Although I had to get a little creative to stay focused.)
I even tried this approach with meditating, which always seemed like The Hardest Thing In The World. To make it a daily habit, I downgraded my expectations. I didn’t wake up early. I didn’t meditate for 60 minutes. I didn’t force myself to sit in silence on a zen pillow.
Instead (nerd alert!) I just used Headspace every day, on the bus or even while I was falling asleep. And I decided that even 10 minutes of meditation “counted.” The habit stuck.

Sometimes the magic doesn’t work. Sometimes I’ll keep the same resolution two or three years in a row before it sticks. (This year I’ll finally stretch my hamstrings!) Still, for me, getting even 50% of my resolutions to stick is pretty good.
So take it for what it’s worth. But if you’ve been frustrated with resolutions in the past, consider applying my Unscientific 5-Step Recipe:
1. Dial it back
Don’t be too ambitious. Like, do you really want to run a marathon? I mean, you’ve seen people at the end of marathons, right? They look pretty tired.
Seriously though, we have a culture of intense expectations, and many of us are too hard on ourselves. It’s okay to dial back your goal and make it more doable. Resolving to read 500 books is admirable… but resolving to make (or maintain) a daily reading habit is also great.
2. Make it very specific
My “Exercise more” resolution is a prime example of way-too-vague. “Run every day” is better, “Run around the park in the morning” is better still. Best of all would be something like “Exercise every day, ideally running in the morning, but other forms of exercise and other times of day are also cool.” You get the idea.
3. Add the magic words "for at least 10 minutes every day"
If you decide 10 minutes a day is enough to count, you’ll find it way easier to do it every day. And if you do it every day, it’s way easier to keep the habit.
4. Do it every day for a month
Don't think about al 365 days at once. If you make it through January (or any 30 consecutive days), there's a pretty good chance the habit will stick for the year. If you don't believe me, ask Jerry Seinfeld.
5. Be nice to yourself if you miss a day or two
Just start again. In fact, if you miss a day or two but get right back on it, you don’t even have to count it as breaking your 30-day streak. I hereby grant you permission!
Who knows, your small habit might set the foundation for bigger things. But don’t worry about it in January. Be kind to yourself as you maintain the rhythm, and let the good things happen. They will.
Now go write yourself a nice doable resolution. Good luck, fellow slacker—you got this!
To learn more about Jake's methods subscribe to his newsletter here.
My New Year’s Resolutions used to fail every time.
For example, I set a resolution to “Exercise more.” I vaguely imagined running marathons and wearing headbands. Then in January, I took two or three long runs and forgot about the resolution. It was sorta like that every year.


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


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


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


Tony Wong
I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth.
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.
Building a personal AI for the messiness of life: Sida Li
Most AI products today are built for work—a space with clear problems and established systems. One founder noticed a gap: personal life is messier, harder to systematize, and mostly left behind by the AI boom. So she built Cue, a personal AI that lives inside iMessage and group chats, to go where the other tools haven't.
In this episode, Becca Carroll, IDEO's Chief Strategy Officer, talks with Sida Li, co-founder and CEO of Shared Context Lab, about staying anchored to a human need while the technology around her keeps changing shape, why she treats her business model with the same rigor she'd bring to a product, and what it feels like to build a company at this particular, disorienting moment in AI.
The conversation also gets into how Sida makes design decisions: the language Cue uses to describe itself, the tradeoffs behind building inside iMessage instead of a new app, and a real story about a business idea that didn’t pan out.
This is the second in a two-part series profiling founders from IDEO's Startups-in-Residence program. The first conversation is with Johannes Seemann, founder of Sooner, on designing GenAI for the emotional side of money.
Designing GenAI for the emotional side of money: Johannes Seemann
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.
The curious leader's edge in uncertainty: Scott Shigeoka
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.
How constraints make us more creative: David Epstein
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.
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