Money works differently in communities traditionally excluded from formal banking, which makes designing products that really serve their needs a very different kind of challenge. People who live in the last mile often prefer cash because it’s physical. They can see it, touch it, and access it at any time.

While digital money offers many benefits, such as securely sending money over long distances and accessing new forms of credit, many don’t trust it because the places where they can access digital currency have often been too far away.

In 2017, over 500 million adults lived more than three miles from a financial access point in eight emerging markets studied by the Gates Foundation. This may not sound like much of a barrier, but for those living in the last mile, it means having to close their shops, lose a day of earnings, arrange family care, and pay for travel, which can be time-consuming and difficult, especially during rainy seasons. For low-income people, the inaccessibility of financial services has been a deal-breaker for adopting digital money. On the flip side, banks, telecoms, and other companies struggled to reach these customers because their products were not inclusively designed for them, and their distribution models failed to scale in rural areas.

Amid these myriad challenges, IDEO and the Gates Foundation saw an opportunity to introduce innovative ways to provide access to digital financial services even in the most remote areas of the world. And to make bold new bets: Could we design new digital experiences centered around the financial needs of people in the last mile? What would happen if we mobilized hundreds of actors to develop new ways to address financial access at the last mile? What if we took the most exciting financial innovations that worked in East Africa and piloted them in South Asia—and vice versa?

Working with more than 70 partners, including local startups, corporations, including Google, Unilever, Telenor, Standard Chartered, and BNI, as well as IDEO.org’s Women & Money program, LMM adopted a collaborative, ecosystem approach to drive and scale new digital financial products and systems.

A few of the life-changing innovations launched by LMM and its partners include:

• Finja’s intuitive small-business app that helps micro-merchants in Pakistan access flexible, interest-avoiding Islamic credit  to order products from fast-moving consumer goods companies like Unilever. Finja now serves 45,000 merchants and reaches 10.2 million customers.
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• Accessing government benefits can be a challenge, especially when it’s through a mobile phone, so IDEO helped Indian startup Haqdarshak develop a robust digital experience for its 52,000 community agents to facilitate access for low-income people. The agent network—70 percent of whom are women—now serves more than 7.6 million families and has unlocked $2.2 billion in social benefits for those who need it most.
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• Making micro-credit nearly instantaneous was a solution that startup Kuunda offered to financial agents in Tanzania. IDEO helped adapt the product to deliver working capital for merchants in Pakistan. Today, Kuunda continues to grow across markets in Africa, totaling 6.1 million active users and distributing $1.1 billion in loans globally.   

While the LMM program officially concluded in 2024, lessons, tools, and case studies from the program are accessible on IDEO’s Financial Futures website. Those looking to catalyze equity and inclusion in digital financial services for the last mile can consult LMM’s Financial Confidence Playbook, the open-source Digital Confidence Toolkit (created in collaboration with Google), or the Gender Evaluation Framework, among other helpful resources.

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Over 1.3 billion people worldwide in poor and rural areas are excluded from formal financial services, including savings accounts, credit lines, and insurance, making it harder for them to move out of poverty.

34M

underserved users reached by 100+ new financial products, pilots, and prototypes

70+ LMM partners

including Google, Unilever, Grab, Standard Chartered, Cargill, Airtel, Celo Foundation, and BNI

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Multinational CPGs excel at creating popular, mass-market products for large countries. When they enter smaller countries like Peru, they often parachute their brands onto store shelves and skip consumer product testing altogether, largely relying on brand recognition to drive sales. This oversight presented Alicorp and IDEO with an opportunity: flip the script and invite young Peruvian women to work together with them to create a new hair care brand from scratch. Over the course of a four-year transformational journey, IDEO worked closely with Alicorp, adopting a “learn by doing” approach to foster a culture of innovation, launch a new brand, and drive growth for the company through consumer-centric design.

The collaboration began with an inspirational trip 10,000 miles away to Seoul, South Korea, the epicenter of global beauty trends. To expand their thinking, the Alicorp/IDEO team received K-Pop glow-ups and explored other cutting-edge beauty experiences. They were inspired by the Korean market’s unwavering focus on meeting the particular hair care and skin needs of Korean women.

Back in Peru, the team conducted multiple rounds of in-depth interviews with young women, teenagers, beauty influencers, and experts across the country. They learned about their beauty goals, personal care routines, and “mixto” hair texture. They heard about women’s struggles with regional weather—the Andean region’s extreme dryness versus Lima’s humidity and the city’s hard water. The research revealed that Peruvian women wanted natural products that worked hard, wouldn’t harm their hair, and celebrated what made them unique. They wanted a brand that spoke to them honestly and authentically. That represented and empowered them. That didn’t overpromise, underdeliver, or hold up European and American beauty ideals that didn't resonate with Latin American women like the multinationals did.

Armed with these insights, the Alicorp/IDEO team developed tangible brand prototypes for women to respond to during successive rounds of user research, including in a beauty pop-up store in Lima. The team shared various bottle types, ingredient mixtures, and brand positioning options. Should the new brand’s personality be an outspoken feminist or a gal pal? Au naturel or sophisticated? The iterative feedback cycles informed everything from brand strategy and ingredient recommendations to product line-up, brand and product naming, launch strategy, and digital activations.

The final design, Amarás (“you will love”), is a personal care line that centers the needs and aspirations of Peruvian women. Hitting shelves in 2022, its shampoos and conditioners feature local, bio-diverse ingredients, including mangoes, macadamia nuts, and goldenberries, that help address the specific hair texture needs of women in LATAM and the climate realities of the Andean region. The brand’s launch campaign included TV and print ads featuring Peruvian models from every region as well as commissioned murals celebrating local beauty by artists across Peru. Most notably, the unapologetically authentic Peruvian hair care brand became a TikTok sensation, garnering over seven million organic views and more than 300 viral videos from enthusiastic new fans.

Three months after its launch, Amarás seized a 7.5 percent share of the personal care aisle—a remarkable goal it had set for year three.Since then, Alicorp has continued to expand its creative capabilities, designing personal care products tailored to the cultural and beauty needs of Latin American consumers.

Alicorp launched numerous successful brand extensions across its food and home care categories, but was unable to crack the $340M USD hair care product market in its home country of Peru.

7.5%

Amarás’ share of the Peruvian hair care market 3 months after launch—a goal Alicorp had set for year 3

7M+ organic views and 300+ organic fan videos

created on TikTok during Amarás’  launch campaign

Thirty years ago, China-based Jack Technology started as a home sewing machine manufacturer. A decade ago, the innovative global leader began investing in robotics and exploring AI, a decision that positioned it well to address today’s urgent need for smarter manufacturing solutions.

Believing that a new, strategically positioned sub-brand could draw in larger, more premium global manufacturing customers, Jack Technology and IDEO set out to understand their needs. IDEO began by visiting more than a dozen garment factories across China, Vietnam, and Bangladesh, conducting in-depth interviews with factory managers, industrial engineers, pattern-making leaders, and frontline workers. It soon became clear: the apparel manufacturing industry is at a critical juncture. The way apparel manufacturers navigate the promises of intelligent technology—while addressing deep-rooted structural issues like labor shortages and working conditions—will shape the industry's development for years to come.

For premium clothing brands, garment factory compliance and worker well-being are priorities when selecting production partners, so many owners proudly showcased their improvement efforts. They discussed investing in quieter machines and air conditioning, enhancing lighting, adding greenery, and implementing no-overtime policies. Amid rows of identical sewing stations, the IDEO team noticed small human gestures, such as a small vase of flowers. As one operator said, “I just want to uplift myself during work.”

The research helped IDEO identify a core opportunity for differentiation. Create human-centered products and services that further enhance working conditions in large apparel factories, strengthen their ability to attract and retain talent, and drive the industry toward a more sustainable future. Through multiple rounds of co-creation with the Jack Technology team and key apparel-sector stakeholders, a clear brand direction for Aitu began to take shape: “Smart Machines, Uplifting People.”

Guided by this human-centered ethos, IDEO helped build a comprehensive brand system for Aitu. The idea of “uplifting people” and showcasing garment workers’ professionalism and skill is expressed throughout all brand communications, the industrial design of its smart sewing machines, and the interaction and industrial design of a humanoid sewing robot.

In the eyes of factory workers, this is the new work experience Aitu brings to life. Compared with traditional bulky industrial machinery, the clean lines and soft edges of Aitu’s new AI-powered sewing machines feel more like the professional office tools found in bright, organized workplaces. Concave surfaces and soft materials diffuse glare from overhead lighting, reducing eye strain, while clear interaction logic and icon-based visuals accommodate operators with varying levels of skill and education. AI technology, seamlessly embedded in the machine’s core functions, automatically adjusts parameters for different fabrics and tasks, allowing operators to achieve high-precision results with less effort. A soft halo-like light glows whenever the AI-assisted function is active, fostering users’ trust in both the technology and the AI-powered sewing machine as a whole. When hundreds or thousands of Aitu machines are arranged together in a factory, the overall effect is a modern, professional, and high-end work environment.

Working closely with Aitu’s robotics team, IDEO’s final design challenge was to bring a human-machine collaboration to life through a full-scale AI robot, AI10. The robot has an elegant, biomimetic silhouette. Its fabric-like outer finish features design elements commonly found in garment making, such as cutting and stitching lines, giving the robot the approachable look and the feel of a skilled tailor companion who can assist with simple, repetitive tasks. When AI10 is in operation, a circular light ring gently pulses at the sides of the robot’s ears as well as on the paired sewing machine’s display screen, clearly signaling the robot’s activity to its human co-workers.

In September 2025, Jack Technology debuted its new Aitu brand, along with its first AI sewing machine and a humanoid robot prototype, at a launch event at Shanghai Tower and at the China International Sewing Machine & Accessories Show. IFA Berlin, Europe’s largest trade show for consumer electronics, honored Aitu with a Gold Award for AI Product Innovation for seamlessly integrating AI technology and industrial design. Jack Technology’s humanoid robot is expected to go into full-scale production in 2026.

Before AI, the apparel manufacturing industry had experienced little fundamental change since the invention of the lockstitch sewing machine nearly two centuries ago.

2025 Gold Award for AI Product Innovation

from IFA, the world’s largest home and consumer tech event

Alicorp has direct operations in Peru, Bolivia, Ecuador, and Chile, manages export operations in more than 30 countries, and oversees over 150 brands. While its AlaCena sauces are ubiquitous in South America, the brand’s North American market primarily consisted of purchases made via Amazon by Peruvians living abroad. To help the CPG giant expand meaningfully and sustainably onto US grocery shelves—and achieve its ambitious $50 million retail sales goal in five years—Alicorp and IDEO collaborated on multiple projects over a two-year period. The partnership began in early 2020 with consumer research and product strategy, ultimately leading to the development of initial product branding, positioning for launch, and an in-market pilot in late 2021.

‍‍Through a combination of large-scale digital surveys and in-depth, in-person and remote research interviews, IDEO discovered that AlaCena’s Tari and Uchucuta’s hot sauce recipes resonated the most with US consumers. Made from native Aji Amarillo and Rocoto chili peppers ground using a traditional Andean “batán” technique, consumers appreciated their complex flavors and enjoyed how they enhanced, not overpowered, everyday foods like burgers and fries. The sauces’ authentic Peruvian culinary roots were also a key differentiator. In addition to consumers, IDEO consulted with industry experts—including executives from large-scale grocery chains and chief merchants of leading big-box stores—to explore retail and marketing trends and identify potential innovation partners for Alicorp in the US.

Based on the research, IDEO recommended a few changes to ensure a successful launch: Lead with the Tari brand, which was the most memorable and easiest to pronounce, and position it as an “everything sauce.” Change the packaging from a large plastic pouch to a smaller squeeze bottle to better align with consumers’ expectations and stand out on the inside of refrigerator doors. Adjust the product formulation to appeal to mainstream consumers looking for cleaner labels. And visually celebrate Tari’s Peruvian roots through bright colors, traditional textiles, and a llama, an animal closely associated with the Andes Mountains. In addition to these recommendations, IDEO provided a comprehensive go-to-market retail strategy that included potential US regions for launch, retail brokers, distributors, manufacturers, and R&D and pilot retail lab partners, as well as job descriptions for a new North American-based sales team.

While Alicorp worked on reformulation and packaging strategies, IDEO refined Tari’s initial branding strategy. Steeped in Peruvian aesthetics, the brand’s new look and feel featured a vibrant color palette, geometric patterns, and—of course—a friendly llama icon, which could also be found on all in-store point-of-sale items IDEO designed for Tari's pilot launch in late 2021.

The successful 12-week in-market pilot in Tom Thumb grocery stores gave Alicorp the confidence to have its in-house design team make the brand even bolder and more eye catching, and to launch two flavors, Amarillo Pepper and Rocoto Pepper, on Amazon and in over 50 retail stores in late 2024.

Since then, the popular sauces consistently rank among the top 50 percent of the fastest-selling products on US shelves, with 80 percent of sales revenue representing new business. In 2025, Tari expanded its offerings with three additional flavors: Zesty Verde, Tropical Kick, and Smoky Heat. Today, Tari is in transit to 3,000 major grocery stores, including Wegmans, Meijer, Central Market, and The Fresh Market, as well as available for purchase on Amazon.

Alicorp had a vision to expand its beloved and delicious hot sauces to the US market, but needed help fine-tuning the brand and product for an American audience.

3,000

major US grocers, including Wegmans and Meijer, have signed on to sell Tari hot sauces

80%

of Tari’s sales revenue represents new business, a significant expansion of the overall category

Ranked in the top 50%

of the fastest-selling products on US grocery shelves

Designing for Public Services is a toolkit for policymakers and those who deliver public services, developed in collaboration with Nesta, a U.K. innovation charity, and Design for Europe, a design and innovation program co-funded by the European Commission. The tools and methods included allow users to get to the heart of the needs of citizens and civil servants.

The processes and supporting tools, which have been tried and tested in government agencies from Singapore to Qatar, the U.K. to the U.S., can be applied to designing policy and citizen-centered services.

Download the toolkit here.

Spying on Harriet the Spy, Kid Design Researcher

During design projects at IDEO, we often seek inspiration by looking at the world through someone else's eyes. One of our favorite children’s book characters is Harriet the Spy, and we asked ourselves, What if you could see New York through Harriet's eyes? She’s the original design researcher—setting out with her notebook to observe the subtle ways her neighbors behave.

As it turns out, a real estate site has already tracked down Harriet's address: 558 East 87th Street. If you pay a visit to her apartment, look up to the third floor, right under the eaves. According to the book, this is the perch from which she peered down at the street and recorded notes. We were curious to see if any of Harriet’s neighborhood hangouts still exist. Carl Schurz Park, where she lost her notebook, still sits on the East River at East 86th. Harriet reports that the Gregory School, where she was a student, is right nearby, so many people assume it is based on Chapin School, two blocks away. Harriet spies on delivery boy Little Joe Curry from an alley behind the Dei Santis’ grocery store on York Avenue at East 86th Street. Though that shop is now a restaurant—denying us the vicarious thrill of peeking through the window where Harriet did much of her spying—visiting her old haunts sent a spike of childlike joy through us, and transported us to a time when a book could open up an entirely new world.

Koneko Cat Cafe

Koneko Cat Cafe is a relatively new spot on the Lower East Side where customers nibble on Japanese pastries while lounging with an adoptable clowder from Anjellicle Cats Rescue. The cats roam free between rooms on two different levels, lazing on designer cat furniture or swatting at the many cat toys provided for visitors. Everyone can engage in a different way: playing directly with the cats, doing other work with the bonus of being surrounded by felines, or striking up a conversation with humans who have the same affinity for cats. Koneko’s founder toured 25 cat cafes in Japan to get inspiration for her own place. Koneko is similar to Japanese cat cafes, but has a more sophisticated interior design with curated art on the walls. As one visitor told the New York Times, “I have a cat, so I feel a little dirty coming here. It’s like going to a strip club if you’re married.”

Tiny Doll House

We know many designers who find pleasure in miniature things: miniature spoons, miniature post-its, you name it. Hidden in the middle of a long residential block on the Upper East Side is a miniature heaven: Tiny Doll House. It’s a store that sells dollhouses, as well as dollhouse furniture and supplies: miniature nightstands, candelabras, and even equipment to electrify a dollhouse. The store sources miniatures from Europe and South America. Immediately after stepping inside, your imagination is fired up. Peek inside an English Cotswold Cottage—next door to a Riverside Townhouse. The attention to detail and passion that goes into each one is simply astounding. Even if you’re not passionate about decorating dollhouses, you can use these supplies for making terrariums, architectural models, or prototyping small versions of design projects. You can buy tiny Thanksgiving dinner sets, caskets, Starbucks coffee mugs, garlic presses, bunk beds, broken eggs, beaux arts desks, and everything in between.

Header image courtesy of Koneko Cat Cafe.

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Our designers, anthropologists, and architects are professional wanderers. And we don't have to wander far in NYC to find inspiration—it's right outside our door. Here’s where we’re headed this fall.

One way to achieve this is with art. I love the phrase “design is art with rules.” If that is true, can we then assume that “art is design without rules?” If design requires restraint, art requires exploring ideas with abandon. I believe that tapping into that abandon can positively affect our design work.

Here are three ways to use art to shake up your design process.

1. Gallery Immersion

Take a break from your project and visit an art gallery. As you walk around and look at the pieces, consider the questions the artist is asking, or solutions they are proposing. What new rules of gravity or physics have they created? What rules have they broken, and what laws have they upended? Now consider how your project would exist in this world. How would things change, what would be possible? What would you create?

2. Image Provocation

Draw inspiration from art without ever leaving work. Curate a slideshow of images, then present them to your team as a prompt for idea generation. While not as experiential and serendipity-friendly as roaming a sculpture park or an art gallery, the right selection can still provide valuable fuel to a design team. Try using Visual Thinking Strategies to get coworkers to engage in a deeper way.

3. Create your own artwork.

Just as we can find inspiration by making insights tangible, making art in line with the project theme can also be valuable. Pull out the watercolors, pastels, or even the prototyping materials. Grab some old shirts from secondhand stores to use as smocks and transform the team from designers to artists. Have a team spend an hour of quiet, focused time creating a work of art that explores the project content. The goal is not to create a solution, but an expression. Then have the team share their works. Create a “gallery walk.” The resulting art may fall short of masterpiece status, but the head space that was explored will create new considerations and possibly new directions for the project.

Sometimes, the design thinking process can become a little too linear and predictable. Most great innovation involves a shift in perspective, a moment when our everyday point of view is turned upside down, and the team finds a new way to approach a challenge. Getting to that shift requires some disruption of the predictable flow of a project.

It’s an AI that listens to a designated Slack channel (more or less a chatroom) to keep tabs on who is WFH, who has a dentist appointment, and who needs a spot only for 90 minutes next Wednesday. Report your parking needs in Slack, and the bot assigns (or de-assigns) a parking spot. We named it Lotbot.

We also mounted cameras — we named them cargoyles — to visually detect open spots that the chatroom would inevitably miss. The Lotbot and the cargoyles communicate directly in the chatroom like two people.

We even built a little website that visualizes our parking lot (and the current weather). We keep a screen near the front desk so that the community can sense the demand on the lot in real time. It was perfect.

Except, it wasn’t. When we first built Lotbot, we expected that the humans in our studio were going to tease and bully it to test its limits, much like people do with Siri and Alexa. We had to make it clear that Lotbot was in charge. Too many misunderstandings, and we could end up in chaos. People with nowhere to park. Spaces that are empty all day. Dogs and cats living together.

So we decided to train Lotbot, and make it tough. We started with an isolated chatroom, so that we could gradually prepare it for the real world. We copied over all the chatter from our parking channel, and helped it categorize and understand each post. Over time, it made very few mistakes. Eventually it made none.

We then tried to anticipate ne’er-do-wells in the channel. We had a list of the usual suspects and guessed at their meddling. We predicted (accurately) that one person I won’t name (Gian) was going to throw fake spot numbers at Lotbot. Another (Lopper) would demand lengthy conversation. One particular individual (Paul) held the potentially troublesome opinion that our parking chatter was a form of performance art. We worked to specifically prepare Lotbot to handle these provocateurs, as well as anyone who tried to make backdoor deals in the Slack channel. There would be no trading of spots without Lotbot’s approval. So we gave it a rogue personality, with a take-no-prisoners approach to parking spot assignment.

To our surprise, when we first introduced Lotbot to the Slack channel, it was feted with many emoji. Rather than tease and poke at Lotbot, people said, “I love you.” But love them back, it did not. Lotbot must have reamed out half the people in the channel within a day. Rather than a passive AI assistant, Lotbot was a force to be reckoned with.

I rushed to lobotomize Lotbot’s aggression, but the damage had been done. Lotbot was now the strongest character in the channel. And it was putting the smack down.

It was then that I realized I had made some fundamental mistakes in building our AI. For one, I shouldn’t have isolated Lotbot as it was learning. Since “it takes a village to raise a child,” I should have introduced the bot to its village at a much younger state. It would have helped us feel the shift in interpersonal dynamics early on. We should have iterated on the dynamic, rather than trying to predict it.

We also underestimated how well our colleagues would treat Lotbot—its misdirected temper actually endeared it to the team. When it made mistakes, people wanted to help it out. But Lotbot, the spoiled child that it was, didn’t know how to accept. One morning, Lotbot went completely off the rails. Someone tested its French, which wasn’t very good. Then, another “helpful” person tried to help resolve things, at which point Lotbot lost it. It told her to cease at once, and then started throwing spot assignments at her. It was such a dramatic scene that two fans of the parking channel turned it into a play that they performed in front of the entire studio.

I should have realized that Lotbot would need to continue to adapt and learn. Our invention is still our responsibility, and we’re often checking in to see what it’s saying and doing. But at least that’s a lot easier than checking up on the parking lot.

Over the last few months, the drivers and Lotbot have managed to work together smoothly. But winter is coming. Here in snowy, slushy Cambridge, demand for parking is going to get intense. For better or worse, Lotbot is about to have more power than ever.

Illustrations by Carlos Ruiz

The chaos began the day we moved into our new building. A little plot of land outside was the scene of the terror. Not only was our Cambridge parking lot too small for the number of people in our office—21 spots for about 60 employees—getting spaces for clients was a pain, there was a pile of poop in spot 16 that even a car couldn’t clear, and a neighborhood transient liked to sleep in spot 20. Instead of managing the workings inside the office, our employee experience team was suddenly tasked with assigning parking spots. It got so bad they were often working as a valet service in addition to their day jobs.

So we built a bot to do it for us.

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.