

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.


Can an Interaction Designer Survive Without a Smartphone?
What I learned during a month unplugged
First came the jolt of panic, followed by furious digging through my bag, and slapping my pockets, the whole time chanting, “Please say I didn’t forget my phone!” There I was, standing just past the airport security checkpoint on my way to catch my connecting flight home from Japan, totally empty-handed. Bye, phone.
Once I stopped hyperventilating, I had a few hours strapped to an airplane seat to consider the following: What would it feel like to live without a smartphone?
Since I was already stuck without one, I decided to turn my predicament into a personal experiment: one month, no smart devices of any kind. Here’s what those 30 days taught me—and how the experiment made me rethink the way I approach design.
Less might be more
My first observation was that I was suddenly fully engaged with everything—my surroundings, the people around me, even that TV show that I thought I liked, but really just glanced at between text messages. I was pleased to find that conversations suddenly became much more meaningful. When I had my phone in hand, I was always subconsciously waiting for a buzz, and partially disengaged from the people in front of me. And when the buzz happened, I stopped listening to them completely. Without the added distraction, interactions became much more fulfilling.
As an interaction designer, I spend a lot of time creating user-friendly interfaces, but this experience made me wonder exactly how accessible things should be. Now I ask myself, are there elements that are competing with instead of enhancing an experience? Would a user benefit from something just a little less sticky?
Lose the escape hatch
Some of you may remember a time when you couldn’t just text your friend to say that you’re running late or *cough*cough* aren’t feeling well and can’t make it. We’re all guilty of it. The beauty of not having a phone was that it forced me and my flaky friends and family to pre-plan and be on time*. By removing the option to be late or back out, there’s much less to think about besides showing up and enjoying each other’s company.
When we’re designing technology, do we always need a back or undo button? How does that affect outcome and behavior, and can we use it to our advantage? For instance, with questionnaires, how do answers vary if there’s no way to change them?
*side note: Do look up where you are going ahead of time, because no phone = no maps.

It really, truly can wait
At the beginning of the experiment, I had a few phantom limb moments where I went to grab my phone to check tomorrow’s weather, or look up the definition of apocryphal, or text that random gif to a friend. In most situations, my first instinct was to whip out my phone. Not having access to everything forced me to slow my pace, and made my world feel a whole lot smaller, and, in some ways, less overwhelming.
In an era where you can shop for a pair of pants online and have it delivered to you within the hour, are there moments that can be enhanced by building in pause? What can a little friendly friction do to help slow things down to enhance and experience?
Automation isn't always rewarding
There’s no question that the smartphone affords us many conveniences—I’ve undoubtedly plundered every mobile subscription, delivery, and transaction possible. But streamlining every aspect of my life left me longing for those small moments of accomplishment that I used to get from figuring it out on my own. For instance, without access to ridesharing services, I found myself walking or taking public transit everywhere. Great for my lungs, the environment, and my wallet. The same goes for social sharing: Much of the reason we share online, is for the reactions we get in return. And by moving from an asynchronous share to a synchronous share, you’re rewarded by actually seeing someone laugh instead of an emoji reply posted 34 minutes later. Mic drop.
Just because we can automate, doesn’t always mean we should. The unpredictability of human behaviors is what makes the mundane more interesting, after all. How can we integrate these real life moments into the designs we create?
Since the big experiment, I’ve rejoined the flock and am now wielding a shiny, new phone with a notch in it. But I haven’t forgotten the lessons I learned—or how important it is for designers to get out of their comfort zone. And next time I need a little inspiration, I may just leave it at home.
As an interaction designer, I have a love-hate relationship with my phone. On one hand, my job requires instant access to apps, prototypes, Slack... the list goes on. On the other, tech addiction is real. Even if I might try to ignore the invisible handcuffs that tie me to my phone, I was always reaching for it.
Until, of course, I lost it.


Thoughtless Acts: Driving in Style
Thoughtless Acts: Driving in Style. The intuitive ways we adapt and react to things in our environments

Moving trucks aren’t always built for convenience. After all, they’re meant for hauling cargo, not a luxurious drive. But they are chock full of packing tape. When I hopped in the front of our mover’s truck to pick up some furniture at the storage unit, I smiled to see this ingenious workaround. A cup holder for your soda pop using a roll of packing tape, secured with—what else—packing tape.
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.


Why I’m Building a TV For My Baby
I am making a TV for my future son. It’s nearly finished, though I’m still working out a few kinks in the scheduling API, and I need to solder the hardware channel switcher. It’s a side project that’s been simmering for several months now that I plan to release soon—not unlike my baby.
The idea came to me on a Saturday in June, before I had told anyone I was pregnant. I was flopped out on a sandy couch with my niece and nephew after a day at the beach, their level of post-sun exhaustion matching my first trimester fatigue. Their mom, my sister-in-law, recognized an opportunity to steal away for a shower, and put on an early 80s episode of Mr. Rogers’ Neighborhood. Both of these kids have been raised mostly screen-free, and their mom was just starting to let them watch what she called “slow TV”: mostly nature documentaries, the occasional Aquanauts episode, and of course, Mr. Rogers.
This particular episode began with Fred Rogers trying to fix a leaky faucet with a new rubber washer. But he didn’t have the right size washer, so he goes to visit a local handyman. Rogers asks some questions about a shovel the handyman is fixing, and then is shown a wide selection of washers, and takes his time picking out one of the correct size. This takes place over the course of roughly 10 minutes, in real time. It’s a prime example of “slow.”
My niece and nephew were transfixed, mouths open. Seeing Mr. Rogers select a piece of kitchen hardware appeared to be the most incredible thing they had ever witnessed.
I want the same thing for my son.
I’m a software designer with a background in web development and computer science. I grew up loving computers and the internet. We had an Apple IIE for as long as I can remember, and my engineer dad taught me BASIC as soon as I could read. My first introduction to the internet was when our family got a CompuServe subscription in 1994. I couldn’t do a whole lot on it, but I’d jump into chat rooms and talk about the X-Files and Monty Python. Technology was always a part of my life.
But when I look back on all this, I realize how lucky it was that I got to grow up in this particular moment of technological disruption. I wasn’t plopped into a world governed by technology—the internet’s control over the world grew right along with my own.
Now, though, I keep reading articles about the ways the internet is changing our brains. Social networking is making us more isolated and risk-averse. The current generation of teens growing up, digital natives all, are the safest and the most depressed yet. And I worry about what it will mean for my child, born into a world moving at the speed of Twitter. This anxiety has become more real and intense every week of the 39 I’ve been pregnant. I assume it will let up sometime in the next three or four decades.
Lately, I’ve been thinking a lot about calm technology—a term coined by Mark Weiser and John Seely Brown of Xerox PARC in a 1995 white paper, researched further and developed into a book by Amber Case. Here are the Cliffs Notes: Calm technology should require the smallest amount of attention possible from the user; it stays at the periphery rather than being center stage; and it should “amplify the best of technology and the best of humanity.” It’s that last one that stuck with me.

I don’t have to be a luddite to protect my child—I can use my skills as a technologist, including basic hardware hacking, to moderate the world I want my child to live in. By creating this TV, I can give him the calm environment I was lucky to grow up in. While he’s small, his TV will be a 30-pound, wood-paneled monster that I found the on the street, with a dial and 12 channels he can flip between—no more, no less—all programmed by me. So far, none of the content goes above a PG-rating, and one channel is all Mr. Rogers, pleasantly chatting with his handyman neighbor, carefully choosing just the right washer.
Eventually, my son will know about Netflix and binge-watching. He will know about YouTube and those bizarre AI-generated children’s shows. He will know about games that have been designed by the best minds of our generation to be more addictive than the cigarettes I hope he’ll avoid when he’s older. He will know about so much more that I can’t begin to predict. But for a while, he’ll be blissfully unaware, able to grow and think and develop at a child’s pace.
I am making a TV for my future son. It’s nearly finished, though I’m still working out a few kinks in the scheduling API, and I need to solder the hardware channel switcher. It’s a side project that’s been simmering for several months now that I plan to release soon—not unlike my baby.


Tools and Insights for Enhancing the Lives of Older Adults
The Design on Aging booklets give entrepreneurs and organizations tools for designing human-centered products and services for older adults.
The Design on Aging booklets give entrepreneurs and organizations tools for designing human-centered products and services for older adults. The two publications, Connected Living and Independent Living, explore how design can help older adults stay socially connected and physically mobile as they age. Presented alongside 4 distinct profiles representing the behaviors and mindsets of people over 50 years old at high risk of isolation, the booklets provide practical frameworks and design exercises to help organizations generate impactful solutions.
IDEO developed the Design on Aging booklets with Project Catalyst—a pioneering research collaboration between AARP, UnitedHealthcare, Pfizer, and MedStar Health.
Download the books on Independent Living and Connected Living.


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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