

Better sales, less waste
H&M transforms its operations to cut excess inventory.
Globally, the European Commission reports, a truckload of textiles heads to landfills or is incinerated every single second.
The fashion industry accounts for some 10 percent of greenhouse gas emissions worldwide.
Less than 1 percent of the materials used to make clothing is recycled, according to a report by the Ellen MacArthur Foundation.
The best way to keep clothes out of a landfill? Don’t make them.
Picture this: Not long ago, it wasn’t unusual for a customer to walk into an H&M store and not be able to find a basic white t-shirt in their size. Why? Like most long-established retail operations, H&M was operating with a push model—placing seasonal bets on what the demand for a given item of clothing might be, locking orders far in advance, and hoping that they were able to sell out. Make a mistake in that kind of model, though, and you can end up with customers unable to find the basics they rely on, or excess inventory you can’t sell. That’s a problem for the business, but for the environment as well—and one that doesn’t fit H&M’s aggressive sustainability goals.
Though H&M had tried to tackle the problem before, the launch of the H&M Group Design Studio, co-created with IDEO, gave the retailer the confidence to go after it again. The team started out by mapping out the complex network of people that make up its supply chain across the globe, meeting with everyone from designers to garment suppliers, logistics managers, and even folks selling the final product in H&M stores.
They then created an algorithm for more precise ordering, as well as a tool that provides a shared view of information. Instead of placing orders, the new automated flow—dubbed “Cruise Control"—allows staff to work with a demand forecast that gives them more time to focus on customer-centric operations, like providing guidance and inspiration. It also makes it easier for H&M to follow the demands of the market, and place much more accurate bets on what consumers will want, when. Already, H&M has significantly increased sales while cutting excess inventory—a result that improves its bottom line, as well as its environmental impact.
Estimates project that by 2030, global apparel consumption will hit 102 million tons.
22%
reduction in stock during a pilot program
34%
increase in sales during a pilot program


Fueling innovation in Boston
How the Boston Society for Architecture is leveraging member expertise to increase its impact.
To foster creative projects that spoke to the needs of local communities and environments, the BSA began to engage its members in collaborative, user-led design. The organization launched its first-ever innovation challenge, putting out a call for all members to pitch their ideas for projects in the built environment.
The BSA expected those pitches to have dollar signs attached. To the organizer’s surprise, only one asked for funding. The rest requested less tangible, but equally meaningful support: advice, connections, specific expertise. Those are resources that the BSA has aplenty, but hadn’t learned how to leverage well.

From that first go at an innovation challenge, the BSA learned how to better support its members. It also learned that to lead with purpose and make strategic choices, one must develop the confidence to say no. Instead of spreading itself thin across many projects, the organization decided to take small steps, focusing on one initiative at a time, so that it can deliver focused impact and stay true to its evolving mission.
With 36% of global energy going to buildings and 8% of global emissions caused by cement alone, the architectural community is inextricably intertwined with both the causes and solutions related to climate change.
According to a survey conducted by the AIA, the architecture profession in the US is less diverse than the population as a whole. This lack of diversity can contribute to a disconnect between architects and the communities they serve.
31
submissions received from innovators in the Boston region working on equity and sustainability challenges
5
innovation teams invited to pitch ideas


Student-centered solutions
How an organizational culture change is helping newbies at NYU navigate campus life.
The resources that NYU students needed were organized by administrative department, and buried on disparate websites and calendars. But students don’t think in terms of departments—they just need to know where their classes are.
All of this became patently clear as IDEO shadowed students. Team members visited classrooms, walked with them through their days, and hosted pop-ups in highly trafficked areas to get ideas from passersby. That helped the team develop a common understanding of the overall student journey and grounded employees in the key moments that can either make or break a student’s experience. Visualizing their journey helped departments gain a shared understanding of the fractured communications challenge and develop possible solutions.

To synthesize those insights, we formed cross-functional action learning groups, challenging existing practices at the university and coming up with new ways of working. Participants came from a diverse set of departments, including enrollment management, student affairs, marketing and communications, IT, global inclusion, student services, the provost’s office, digital communications, and more. The cohorts sketched early hypotheses and got feedback from faculty, administrators, and students from all of NYU's undergraduate schools to refine initial concepts.
Collaborating with students gave staff a first-hand look at what students were struggling with and a way to engage students directly in addressing those challenges. Just as importantly, there was an overall culture shift at NYU: Administrators started with questions instead of agendas, came together around a table, and reached beyond their job descriptions to meet the needs of students.
First-year students reported receiving hundreds of paper forms, and email from more than 70 unique senders.
NYU needed to offer students the right resources at the right time—and collaborate to serve them as a unified administration.
New services
in-production include centralized calendars, dynamic campus mapping, and customized notifications
Design-thinking cohorts
now support the student experience


She knows best
A major athleisure brand passes the mic so women can define community for themselves.
Diversity alone isn’t enough—in marketing or any other facet of business. Today’s brands must authentically engage with and create the conditions for co-design with existing communities.
That sort of deep, meaningful engagement with customers doesn’t happen over Instagram. It requires a playbook, a prototype, and a healthy amount of trust. So, IDEO worked with Athleta and Gap to tap into the wisdom of a council of women who represent intersectional identities and lived experiences. The council surfaced powerful insights for the brand, like the fact that active women don’t need a brand to empower them—they already feel powerful.

After only a few weeks, Athleta experienced the difference between research and a truly reciprocal relationship. The way their brand engages with communities is adding depth, understanding, and authenticity to Athleta’s content, products, and experiences. And women can feel the difference.
76% of US adults say that the media promotes an unattainable body image for women.
Fewer than 1 in 10 businesses review for inclusion as part of product design and marketing campaigns.
>2X
user growth in 2022
13,000+
Athleta WellPro well-being providers active on the platform


Why It's Important to Say Please and Thank You to Robots
One design researcher discovered that with AI, learning goes both ways
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.


When Was the Last Time You Listened to an Album From Start to Finish?
How one designer is helping people reconnect to music
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.


Build Your Creative Confidence: Customer Journey Map
One way to develop more empathy with—and gain new insights about—your customers is to look beyond the narrow definition of your offering and consider the customer’s total experience.
Creativity Challenge #8: Empathize with customers, employees, and other end users.
One way to develop more empathy with—and gain new insights about—your customers is to look beyond the narrow definition of your offering and consider the customer’s total experience. The more broadly you define the customer experience, the more opportunities you can identify for improvement through design.
Say, for example, you make interior house paint. You could focus narrowly on the characteristics of the product itself, on making the paint less drippy or making it cover a surface in a single coat. But you’ll find many more opportunities for innovation if you think about the arc of the customer experience. In something as simple as repainting a bedroom, there are probably a dozen steps (each one of which is a chance to innovate): from getting the customer to realize that it’s time to repaint, to helping them choose the color, to shortening the preparation and cleanup time, to keeping track of which colors are on which walls for future reference when it comes time for touch-up.
A journey map helps you think systematically through the steps your customers—internal or external—have when they interact with your product or service. We use maps to synthesize what we learn from interviews and observations. (Or, during field research, you can also try asking your end user to map out his or her own journey.)

Tool: Customer Journey Map
Participants: Solo or groups of two to six people
Time: 1-4 hours
Supplies: Whiteboard or Post-its
Instructions
Step 1: Choose a process or journey that you want to map.
Step 2: Write down the steps. Make sure to include even small steps that may seem trivial. The goal is to get you to consider the nuances of the experience that you may normally overlook.
Step 3: Organize the steps into a map. Usually we display the steps sequentially in a timeline. Your map may include branches to show alternative paths in the customer journey. You could also use a series of pictures or whatever method fits your data.
Step 4: Look for insights. What patterns emerge? Anything surprising or strange? Question why certain steps occur, the order they occur in, and so forth. Ask yourself how you might innovate each step.
Step 5: If possible, show the map to people familiar with the journey and ask them what you’ve overlooked or gotten out of sequence.
Tips from the Field
Here is an example using this method:
Think about a trip to the hospital’s emergency room. Of course the most important moment is at the point of care, when the doc is diagnosing the problem or delivering treatment. But when people complain about (or, less commonly, rave about) their emergency room experience, it’s not usually the skill of the doctor they are talking about. A simple version of the patient journey might include moments like these:
- Experience the pain or discover the symptom
- Consider home treatment versus going to the hospital: the go/no go decision
- Choose transportation to the hospital
- Arrive and park (or pay the taxi, etc.)
- Enter the hospital and find the emergency room
- See the triage nurse
- Fill out the insurance forms
- Wait. And wait some more.
- Get ushered to the treatment room
- Put on an uncomfortable hospital gown, and wait some more
- See multiple preliminary nurses and technicians
- See the doctor for an assessment and sometimes preliminary diagnosis
- Undergo additional blood tests, X-rays, and so forth
- Receive a firmer diagnosis, which can lead to getting: instructions for home care, an outpatient procedure, a prescription, a follow-up appointment with a general practitioner or specialist, or admission to the hospital
As you lay out every step, ask yourself how you might cost-effectively innovate and turn the ordinary experience into something extraordinary.
Because emergency healthcare is often high-anxiety, we’ve discovered that patients are calmer if you spell out the journey ahead. We sometimes call that “journifying” the journey—taking an amorphous or scary process and breaking it down into tangible, predictable steps. We’ve found “journifying” helps people not only in the emergency room, but in any number of healthcare situations: taking your newborn home from the hospital, going in for surgery, or beginning a new treatment regimen.
This post was taken from Chapter 7 of Creative Confidence. Purchase the book for more on how to use creativity to solve problems, or read more from this series of creative exercises on the IDEO blog.
Everyone is creative. This belief runs through everything we do at IDEO, and in 2013, it led my brother David and me to write a book that would help others—even those who don’t think of themselves as “creative types”—to unleash their creative potential. Creative Confidence has inspired thousands of people to adopt a creative mindset and apply it to the diverse real-world challenges they face. In this series, we’ll share some exercises from the book that can help you approach your challenges from a new perspective.


Training a Computer to Find Shapes in the Clouds
This IDEO software designer created an app that searches the sky
I spent my afternoons on a small wooden pier, relaxing and staring up at clouds, looking for shapes. That pursuit is an exploration of pareidolia, the psychological phenomenon in which the mind responds to a stimulus, usually an image or a sound, by perceiving a familiar pattern where none exists. It was in that leisure time, trying to make sense of the clouds, that I found the comfort that I’d been seeking.

Nine years later, I found myself back in America, interning at IDEO Chicago, where I had far less opportunity for leisurely cloud gazing. Without the spare time to hang out on a pier, I wondered if I could engineer the same kind of comfort. Could I design an experience that brought back those long dreamy pareidolia days with the help of an app?
After all, people in my age bracket, between 25-34 years old, only spend an average of 13 minutes per day relaxing, according to the American Use of Time Survey, and experts say that we need to acknowledge and accept that we’re leisure-limited. Maybe this could be a shortcut to that leisure we’re missing.
So I created “Pareidolia,” an app that searches the sky on my behalf. It’s my way of trying to keep a part of my mind exploring, even when I need to be inside, working. If the app thinks it sees something in the clouds, it pings me to take a look.

To create Pareidolia, I set up a Raspberry Pi and a camera on the terrace of our Chicago studio, and programmed it to look continuously at the sky, searching for interesting shapes. The project uses computer vision, tensorflow, and keras to perceive images in clouds, then snaps an image, generates a drawing of what it imagines it might look like, and shares them via Slack. (The code can be found and downloaded from this Github repo.) It tells us what it sees in the sky in real time and invites us to go out and look for it.

As I started to share Pareidolia with colleagues and friends, my creation was met with mixed reviews. Ross Weijer, a data scientist here at IDEO Chicago, thought that it created efficiency while offering a different perspective. “Technology is something that speeds up your life and, lets you do things quicker,” he said. “So I think it’s subversive and helpful to have the aim of this project be to spare your imagination. It’s saying, ‘Stop, stop, take a moment to consider this.’”
Others, though, felt that the payoff wasn’t seeing images in the clouds, but actually, the act of searching for them. “I look at the sky so little, that when I do it’s because I am looking for an escape,” said Kevin Matuszeski, regional director of business operations “There are very few places left without the presence of screens or where you have to read something. So the pure joy of staring at something just for its beauty should be respected."
In other words, for some people, the joy lays in the process, and Pareidolia seemed to eliminate that.
Pareidolia didn’t turn out to be quite the leisure fix that I hoped it would. And it didn’t quite prove to be an antidote to homesickness, either. But it did encourage me to get outside, take my eyes off a screen for a few minutes, and enjoy nature as much as I could from the concrete of my downtown Chicago office. And even if it wasn’t a total fix, it does brighten up my days.
I was only 16 when I moved across the Atlantic to Vancouver Island, Canada, thousands of miles away from my home in Spain. In this strange new world, I found myself struggling to find something that felt familiar, and could give me comforts of home.


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.
How to use AI as an editor, not a writer
Ed White shares how he uses AI as an editor—not a writer—to sharpen storytelling, rehearse ideas, and preserve the productive friction that makes creative work better.
Ed White has a rule he's tested on his own writing: hold yourself as the writer, and let AI be your editor. Ed is a Senior Design Director at IDEO's London studio, where he co-leads the firm's AI portfolio across Europe. Before IDEO, he spent 12 years as a writer and editor at the Financial Times, Wired, and Contagious. So when he talks about when to use AI for storytelling and when not to, it comes from two decades of crafting his storytelling skills.
In this episode, Mina Seetharaman talks with Ed about two specific tools he uses to keep AI in an editor's seat: a "roasting agent" prompted to critique his drafts without any sugarcoating, and a simulated audience he rehearses pitches on before the real thing. They also get into what Ed is hearing from design leaders at Anthropic, Lovable, Shopify, and Google Creative Lab about how creative work is changing, and why he thinks the friction of writing something yourself is worth protecting rather than automating away.
Building a personal AI for the messiness of life: Sida Li
Becca Carroll talks with Cue co-founder Sida Li about designing a personal AI for the messiness of everyday life—not just work. They explore how Sida stays anchored to human needs while navigating fast-changing technology, product tradeoffs, business-model experimentation, and the realities of building an AI company today.
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
Designing financial tools around the feelings that shape money decisions.
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
How genuine curiosity helps leaders navigate uncertainty with greater confidence.
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.
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