Have you ever had that gnawing feeling, just as you’re sitting down to your computer at work, that you’ve left the central heating on at home? You’re not alone. Rising concern about wasted energy and the financial cost of unregulated thermostats, as well as the convenience of a connected and cozy home, all point to the rise of the smart thermostat. Berg Insights projects it’ll grow 64.7 percent over the next five years.

Founded in Munich in 2011, tado° is Europe’s biggest maker of smart thermostats and air-conditioning controls. Looking to grow, tado° approached IDEO, a longtime collaborator, with a late-stage prototype for a new, wall-mounted gadget to connect any air-conditioning unit to the web so it could be controlled remotely through a smartphone app.

Dubbed tado° Cooling, the device recognizes when people leave their house and heats or cools the house upon their return. The brand tasked IDEO with a three-fold goal: gauge interest in the device, raise brand awareness, and work out product/market fit.

After stakeholder interviews, research, and prototyping, IDEO supported tado°’s team in refreshing the industrial design of the hardware and creating a distinctive yet unified user-interface language for the brand’s existing and future products.

To work out what potential customers thought of tado° Cooling, tado° turned to a novel research medium: Kickstarter. Its ultimate goal? Knowing whether people would part with their money for one. The IDEO team provided an overarching crowdfunding strategy, including funding goals, giving tiers, and marketing, and shot the brand’s Kickstarter campaign video.

As a result, the campaign burst through its $150,000 funding goal to $200,000, and scored coverage in a raft of tech media outlets including TechCrunch, GigaOm, TheNextWeb, Engadget, and PC Magazine. After hitting its “stretch goal,” tado° is adding non-A/C device controls, a Windows Phone app, and IFTTT and Jawbone Up integration.

In addition to media coverage, and showing the public’s appetite for the device, the Kickstarter community’s conversation unearthed further user insights that fed into product development, according to tado° head of design, Jens Pohl.

Buoyed by that success, tado° enlisted IDEO to translate user insights and a big-picture overview of the connected home sector into new services to enhance the device’s UX, and introduced new business models to strengthen its European brand strategy. Early visual concepts, learnings, and evidence from this exploration supported the brand’s investor pitch, securing a further round of $15 million venture capital.

Dr. Reddy’s, a 36-year-old global pharmaceutical company headquartered in India, was growing at a rapid pace. Over the years, the company’s main focus had been on producing affordable generic medication. But with more than 24,000 employees and seven distinct business units operating in 100 countries, there was an urgent need to identify a core, unifying purpose—one that would articulate a set of shared values and align leaders on key business decisions and goals.

G.V. Prasad, the company’s Co-Chairman and Managing Director, knew that the vision had to be simple and elegant–an emotional drive that every employee across the company could relate to and act upon.

Prasad partnered with IDEO to distill the focus that would align the company. Over the course of several months, Dr. Reddy’s team worked with IDEO to learn about the needs of everyone, from shop floor workers to scientists, external partners and investors. Together, they defined and distilled the essence of the company, paring it down to four simple words that center on the patient: Good health can’t wait.

The simplicity of these words belie their power. According to Prasad, the newly articulated purpose has resonated across the company, changing the whole culture of the organization. The idea of infusing a sense of urgency and nimbleness to their systems as a means of serving their customers has had a direct application in almost every corner of the business. Employees connect the message to their own experience, and each of the different business units are now moving towards a common goal.

A Shift Inside

“Good health can’t wait” has become a powerful recruitment tool and employee rallying cry. It makes clear that the company is in the business of serving patients, not just creating products, no matter how innovative or affordable. This has given a new sense of meaning to all personnel, from frontline sales representatives to senior leaders to scientists. Many key decision-makers, including new CEO Erez Israeli, share that the purpose statement inspired them to join the company.

Articulating Dr. Reddy’s purpose has empowered these employees to take risks, experiment, and work together. For example, the marketing department has refocused its efforts on finding solutions that improve patients’ consistent use of their medications. And motivated by the idea that patients can no longer wait for a cure, employees from different disciplines are coming together to find inventive ways of bringing new products to market in record time.

“The website medznat.ru required immense collaboration between various teams—medical, information technology, marketing, and analytics,” says Mvsma Raja, Head of Strategy and Marketing for Emerging Markets. “This served as a platform to bring the latest happenings in the area of pain management to doctors in Russia, who we learned are looking for the latest medical updates on the go.” Building on this cross-functional collaboration and momentum, Dr. Reddy’s established an internal design studio dedicated to using consumer insights and rapid prototyping to drive innovation.

New Offerings

“Our brand belief has inspired how we’ve thought about our future growth,” says CEO Erez Israeli. The new purpose unlocked a series of initiatives, including the aforementioned website for Russian physicians and innovative pill packaging that helps patients better understand their instructions.

Purple Pack is a new type of pill package that ensures that vital information like the expiration date is not torn off and thrown away. Born out of Dr. Reddy’s in-house design studio, Purple Pack allows the pharmacist or patient to mark their daily dosage and reminders on the packaging itself, as paper prescriptions are often misplaced.

A Business Boost

“Good health can’t wait” has not only attracted and unified talent and inspired new offerings, it’s boosted both sales and profit. For example, Dr. Reddy’s generic oral diabetes medication, Metsmall, has become the fourth largest brand in India based on the number of pills sold. The medication is distinct from competitors’ versions in that the pill is smaller and easier to swallow—a clear embodiment of product development oriented around the patient. With its signature Purple Pack convenience packaging, the medication has been one of the fast-growing Indian pharmaceutical brands over the last two years.

Looking ahead, both Prasad and Israeli hope to continue building a purpose-led culture that influences the business from the inside out, inspiring employees to be empathetic and responsive and realizing its mission to deliver good health to all.

In 2006, the MacArthur Foundation made what became a big bet about the future of education, shifting its attention away from the traditional school-based model of reform toward a more youth-centered approach.

By 2014, the bet was starting to pay off, but for it to really succeed, it needed an innovative path to scale and an entrepreneurial approach to sustainability. That’s when MacArthur came to IDEO for help in designing a new organization.

Together, IDEO and MacArthur set out to transform the foundation’s efforts into a self-sustaining enterprise that could balance the social responsibilities of a nonprofit with the lasting viability of a business—an opportunity that was as much about designing a new infrastructure as it was about creating a new culture.

Using a novel prototyping process, IDEO created three illustrated scenarios to tell different versions of LRNG’s possible future, each with an alternative portraiture of its purpose, vision, operating structure, product portfolio, and business model. Through a playful, modular storytelling structure, the stakeholders considered the potential trade-offs of the different approaches and how to prioritize their organizational goals with clear definitions of success.

These different future-forward scenarios helped funders and partners grasp a radical organizational vision, as well as a clear operational model that was go-to-market-ready.

In October 2015, the MacArthur Foundation launched Collective Shift, the organization behind LRNG, with $25 million in seed funding and 30 partners, including Arizona State University, Gap Foundation, the Boys & Girls Clubs, Electronic Arts, and musical artist John Legend.

Based on the scenarios created by IDEO, LRNG is dedicated to creating a “learning as a lifestyle” movement that will transform the learning landscape and close the equity and opportunity gap for young people.

Hundreds of millions of people, from excitable teens driving their first hatchback, to new parents going in for a minivan, have driven Fords off lots around the world since the first Ford Model A was produced in 1903. And cars have changed how we shop, travel, and work; they’ve reshaped our homes, towns, and the world’s infrastructure.

Today, Ford, along with the entire industry, is at an inflection point. As millions around the world move into gridlocked, polluted cities, the allure of owning a shiny new car has dulled. In some places, young people are driving less, and getting their licenses later or not at all. Lightening their load, city dwellers are relying on ride-sharing services and other alternatives to individual ownership.

Technology underpins that shift from ownership to usership. Smartphones, sensors, and open data have enabled new ways of getting from point A to B: from car-sharing services like Zipcar to taxi services like Uber or clever transport apps like Citymapper that help people skip effortlessly between the bus, a shared bike scheme, and renting a car.

While the owner of the very first commercially available Model A—Chicagoan dentist, Ernest Pfennig—couldn’t see more than a century ago how cars would change the world, Ford is squinting into its future by prototyping it now. Building on a longstanding relationship with IDEO, the carmaker approached us, along with a number of other partners, to undertake two of 25 experiments exploring a car company’s place in the changing world of mobility.

The first, Data-Driven Insurance, investigates a new pay-as-you-go insurance offer based on people’s driving behavior, as measured by a small adapter plugged into the car. The second, Infocycle, plots a snapshot of how bikes traverse the city and interact with cars and public transport by using Ford’s open source API, Open XC, to track cyclists around San Francisco.

Tackling the tangled ecosystems of bike sharing, private cars, and open city data proved an international effort. The two projects brought together a multidisciplinary team of researchers, hardware and software developers, data scientists, and interaction, industrial, and business designers from IDEO’s San Francisco, Palo Alto, Chicago, and London studios.

Have we cracked the future of mobility? Probably not. And that’s okay, says Fields. Smart mobility is simply part of Ford’s journey of evolution. Along with global competitions, collaborations with universities, and opening up their hardware and software platform Open XC, these experiments help Ford meet the needs of a fast-changing mobile world. “As we drive innovation in every part of our business,” Fields said, “we are determined to learn, to take risks, to challenge custom and question tradition, and to change our business going forward.”

More information on Ford’s Smart Mobility projects can be found here.

Have you ever experienced one of those mornings when you are in the middle of an argument with your partner at home, but you’re late for work and you can't make peace? This was one of those days.

On my bike ride home, I get a text from her: Buy paper towels, please.

When your partner breaks the silence for something like this, you are either screwed or she is giving you a chance to reconcile. I already had in my head this image of the two of us, speaking words of love while wiping the kitchen counter with the newly bought Scottex roll.

So I enter the corner store down the road and find it. As I walk to the counter I see a bunch of red roses. Come on, cliche? I think to myself.

"I'll take them!" I say out loud. But how do I hold the roses on my last mile home?

It's then that I realize I have the perfect solution. I stab my bunch of roses through the hole of the paper roll so I can hold them under my arm, but no spike can sting me.

You might wonder if I made peace with her when home. I did. And I had also found an approach to conflict resolution. When in doubt, wrap your thorns in something soft.

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.

This requires finding people who are willing to share personal stories that can inspire and inform us as we design solutions. We call this Design Research Recruiting.

It’s a process that requires great trust and great responsibility. We know that if people are willing to let us into their lives, our most important job is protecting their stories and confidentiality. And without speaking with the right people, we can’t do our jobs.

So how exactly do we do this? How do we get vulnerable people just like us—or totally unlike us—to open up their lives and even their homes to us? And how do we protect their confidentiality as we do it?

Successful design research recruiting is equal parts knowing who to speak with and how to reach them. Here are five practical tips for recruiting people for your very own design research interviews.

Make screening surveys real conversations

Screening surveys are a useful tool and an important first step in figuring out whether or not someone is a good fit for your project. But they aren’t always the best way to make someone feel comfortable talking about themselves.

I don’t want screening surveys to feel like a standardized test, so I make sure to structure them like a conversation. I dive straight into gathering stories and perspectives and save the typical stuff, like collecting email addresses, for later.

Ask one or two thoughtful, open-ended questions that get applicants thinking creatively about the topic at hand, such as, “What gets you excited or frustrated about your commute?” Or, “What are some key ways you take care of your health and wellness?” Questions like these make the survey feel more personal from the get-go, and they enable you to understand whether a potential interviewee has opinions or experiences that might benefit your research.

Get the word out on social

IDEO's Design Research Facebook page is our go-to channel for sharing our interview opportunities. People can follow the page and apply for interviews that interest them directly, or share research opportunities with their friends.

These "warm connections"—people who've been referred by friends who feel they'd be a good fit—are key to ensuring interesting and qualified people are signing up to share their stories. Cultivating a strong social media presence and making use of these platforms' built-in advertising tools are powerful ways to reach the right audience.

Give interviewees a preview of what's to come

An on-point questionnaire isn’t enough to ensure you’ve found the person to talk to. Hopping on the phone for a 10- to 15-minute phone chat is the finishing touch to ensure you've recruited articulate folks who are just the right fit. It also helps them have a better sense of your mission and what you’re looking for.

I start the conversation by giving participants an overview of IDEO and the project they've signed up for, then answering any questions they have. This establishes some trust and familiarity before I start asking more about them.

The phone call is also an important opportunity to make sure recruits feel comfortable with what's in store for them—it’s never our goal to just get them to talk to us; we want them to be comfortable sharing their lives, and to feel assured that their confidentiality will be protected.

Keep it confidential

We have to be certain the personal stories people share with us—which can sometimes include intimate details about their lives, like health struggles or the loss of a loved one—are kept confidential and used for design research purposes only, never for marketing or promotional uses. In fact, IDEO is so serious about it that we have a whole book dedicated to the practice.

When I’ve recruited folks to discuss potentially sensitive topics, like experiences getting emergency contraception, I make sure to reassure them that we’ll never share their information. I also send a copy of our consent and confidentiality form ahead of time for participants to review, so they can familiarize themselves with our privacy practices and ask questions ahead of the interview.

Prioritize quality, not quantity

When I first started as a design research recruiter, I was obsessed with hitting target interview numbers. If a team requested eight participants for a group discussion, I felt obligated to recruit exactly that amount. What I didn't grasp is that numbers don't count for much if the group isn't filled with thoughtful, articulate people who can participate meaningfully in a conversation. Worse, a group dynamic can be ruined by one person who hogs the conversation or creates an uncomfortable atmosphere.

The latter once happened during a group discussion on an intimate topic: personal lubricants. Because I wanted to hit the target number, I ended up recruiting someone I wasn’t sure would be a good fit. I figured that they'd be fine in a group setting, but they ended up making comments that made the other participants uncomfortable. The project lead ended up dismissing the participant early, and I learned a powerful lesson that it’s not about quantity. Giving yourself enough advance time to recruit will ensure that you have time to weed out anyone you feel skeptical about.

There are multitudes of interesting people with rich stories ready to delight, surprise, and most of all, inform you. I hope these tips will help you find them.

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As designers, it's our job to solve real problems for real people. To fulfill that mission, we first have to understand what is and isn't working well about a product, service, or even experience—anything from wearing a football helmet to paying a hospital bill to optimizing commutes.

While Lotbot has started to calm down and find its rhythm, another story has emerged. It’s the story of how our studio has adapted to living with a robot. It’s a story about how the design of AI, no matter how small a role it might play in our lives, has implications beyond its intended use—and can even influence the culture of an entire organization.

As a researcher with a background studying and designing human-computer interaction, I was enamored by the social bot. I started observing Lotbot’s day to day operations, and over time, I noticed that while most people were interacting with the bot using commands that it was trained to understand (e.g. “spot today”), a small group of people were holding on to the social norms they’d typically use in interpersonal interactions. This made me think: What motivated people to use words like please and thank you, when they knew that the AI wouldn’t know the difference anyway? And what does this mean for future interactions with robot coworkers?

I launched a full-on design research project. With support from my colleague Justin Wan, I collected quantitative data from Lotbot’s Slack channel to understand how the studio’s language patterns had changed since the bot was introduced. I also conducted a series of surveys and qualitative interviews to understand what motivated people’s approach to interacting with Lotbot.

Here’s what I found—and what it means for how we consider the connection between AI and the culture of organizations.

Language has changed, but we're still holding on to something

Before reviewing the Slack data, I hypothesized that shorter messages of 15 characters or less (“Need spot today”) indicated that the user believed they were interacting with a “robot,” while longer messages (“I need a spot today, please”) aligned with a more human-to-human conversation style. I also looked at the change in frequency of polite language such as please and thank you to see how often people were holding on to human-to-human conversation styles.

It turns out that once Lotbot was introduced to the parking channel, the number of messages that had 15 characters or less increased significantly, while the percentage of total messages using polite language decreased significantly (from 30 percent to 10 percent).

As Danny DeRuntz, the creator of Lotbot, explains, the AI was trained to recognize the basic components of a request—the need (a parking spot) and the timeframe (tomorrow)— so it’s no surprise that our interactions in the channel had started to become more, well, robotic.

The survey data, on the other hand, revealed that some people thought about Lotbot as another member of the studio—they treated it with the same respect they would a human colleague. Others said that they based their interactions on the fact that they knew the rest of the studio was watching. People were conscious of how their commands came across to other human colleagues who do care about people’s attitude, even if the bot doesn’t.

The in-person interviews further supported what the survey highlighted. Those who continue to use polite language are motivated to do so because they feel that it’s important to show gratitude when you’re asking for a limited resource. As one of my colleagues put it, gratitude is an important part of the collaborative culture at IDEO, and that should not be lost just because there’s a robot among us—especially since that robot exists solely to help us do our jobs.

Learning goes both ways with AI

So what does it all mean? The prominent narrative about AI and robots is that they are learning to interact with humans, but this quick study highlights that the learning goes both ways. In the context of the parking Slack channel, the limits of Lotbot’s functionality trained the humans to interact in a different way. A way that, for some who resisted the changes, felt antithetical to our company culture.

A group of data scientists at IDEO recently published a set of AI design principles. One of these principles asks designers to consider how their designs can be sensitive to people’s context and culture. AI systems are designed to provide efficiency, but in some settings, that efficiency might compromise and conflict with other institutional and cultural priorities, like politeness and gratitude. A recent article in Fast Company echoes this concern, suggesting designers of social bots should consider emotional thinking, helping bots be better companions in their interactions with humans.

But what does this mean for the design of Lotbot? Should it be designed in a way that encourages expressions of gratitude? It wouldn’t hurt— but the stakes are low, and the occasional robotic conversation is overshadowed by a number of other rituals and activities that keep our culture feeling friendly and free.

But the question does bring up an interesting opportunity area for social robots and AI in the context of larger offices, especially those that haven’t scaled ritual and culture. As companies grow, corporate culture can be hard to maintain, and as automation becomes more common it could get harder. If social robots like Lotbot can draw attention to the social norms that matter to a company’s culture, we might be able to create and use them to support corporate culture at scale. Social robots may be able to serve as reminders of cultural practice and values.

The possibilities are endless, but one thing’s for sure—human-computer interactions are influenced first and foremost by humans, and the humans of IDEO have spoken. After sharing my research about changes in conversation style with the studio at a recent lunch meeting, my colleagues took to Lotbot’s Slack channel to declare their love and admiration for the tiny bot. In the weeks that followed, I observed an uptick in polite language as well. While I’m in no position to analyze the psychological motivations behind this outpouring of love, it did make me wonder if we all felt the need to make something more human after we found ourselves becoming more robotic.

In November, we shared the story of Lotbot, an AI Slack bot we built to manage parking spots at our Cambridge studio. Long story short: In building Lotbot, we utterly misjudged its personality and found ourselves on the wrong end of a tiny tyrant.

Growing up, I fell in love with the rituals I had to go through to listen to music. I’d flip through my growing collection of cassette tapes, assessing my options based purely on album artwork. Selecting a tape meant that I’d found the perfect companion of mood, time, and place for the present moment. As the music started playing, I’d follow along with the lyrics and analyze the liner notes so that I could try to understand just a little more about what it was I was hearing.

As preferences for personal music collections shifted from analog to digital, convenience overtook curation. Cassettes and CDs were dethroned by the $0.99 iTunes single and, eventually, the killer Spotify playlist. Today, I myself am a diehard Spotify user who eagerly awaits a fresh “Discover Weekly” playlist. But over time, something special was lost. For many, the act of listening to music was no longer reserved for a particular time and place. Now it was everywhere, on-demand, all the time.

This is how the idea for Art of Listening was born. I’d been reflecting on the fact that much of my time was spent with music playing in my ears. Whether during my commute, throughout the day, or simply as I was winding down at home, I had been using music as background filler. Artists hadn’t stopped making albums with deliberate progressions, so why had I chosen to stop listening to them that way?

I wanted to find a way for others to join me in honoring the full-length album as an art form. For each listening, I transform a casual gathering space into a fully curated experience. I put the album artwork on display so that guests see it upon arrival, preparing them for the coming event. Once inside, they’re greeted by a playlist of previous albums, former bands, collaborations, and b-sides from the artist. A screen alternates between quotes pulled from past interviews and snapshots from their social media lives, giving life and character to the people behind the sounds.

We sit and listen to the album all the way through, without any interruptions; after it's finished, people share their reactions as well as anything it may have prompted them to write or draw.

For the attendees, each event is just a short exercise in active listening. For me though, preparation includes several days of collecting and organizing all of the small things that will make up the event. The process isn’t unlike a design project—it can sometimes be all too easy to get wrapped up in the minutiae of day-to-day tasks as you’re working through them. Just as I’d been focused on individual songs rather than the album they were a part of, it’s important to take a step back from your work and try to look at the whole. Now, I try to keep an eye on the larger goal, and ask myself whether the things I’m diving into are in support of getting me there.

As I’ve continued developing Art of Listening, I’ve learned a few lessons that apply to other projects I’m working on:

1. Use subtle cues to guide behavior

By the time guests enter the space, seating has already been carefully arranged. I want to make sure there’s enough room for everyone, but I also want to encourage people to meet their neighbors.

2. People are human, leave room for the human stuff

At the first event, I was so excited for the listening that I didn’t leave room for a break before starting the music. Once the album finished, people ran out of the room, disrupting a key moment for discussion and reflection.

3. Build in opportunities for reflection and feedback

After the music had finished playing at the first event I was nervous to leave people sitting in silence. I resumed the ambient playlist from earlier in the night, only to find that it prevented people from freely sharing their reactions to what we had just heard.

4. Measure by more than just content alone

For me, Art of Listening is much more than just listening to an album in silence. It’s about the moments of surprise and delight as people learn more about the artist, and the connections that form when people physically come together in one space. I don’t measure a successful event by how good the album was, but by the experiences that people have.

5. See the forest from the trees

My goal with Art of Listening is to provide people an opportunity to pay attention and appreciate music in the format the artist had intended. To get there, I had to realize that the art form itself hadn’t changed, but that I had changed how I’d chosen to experience it.

A small group of people sit nestled together in a room. Some are concentrating, eyes closed; others are diligently writing or drawing in notebooks. A select few carefully bounce in place. Nobody speaks, but everyone is connected by a common thread—the music that fills the room. Together they are practicing the Art of Listening.

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.