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Using data to connect global teams

Helping a multinational company connect staff members across locations and identify new areas for growth.

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Case study
Case Studies
Creative Capabilities
Breakthrough Products
Consumer Products & Retail

In 2017, IDEO acquired longtime partner Datascope and integrated the company’s data scientists and engineers. Datascope team members aren’t just passionate data scientists; they’re human-centered designers who happen to work with data, as illustrated by successful collaborations like this one:

If Procter and Gamble (P&G) were a city, it would be the size of Boulder, Colorado. The company employs more than 100,000 people in 70 countries. Its research and development team is made up of more than 20,000 specialists working across locations, languages, and areas of expertise, from cleaning chemicals to paper products to over-the-counter medications.

P&G approached Datascope to help the company connect these researchers to one another and the rest of the organization. In working with P&G leaders, Datascope found that the company needed a better way to access and leverage employee expertise. Managers routinely got requests from researchers looking to work with others in their subject areas, but didn’t know how to identify the right partners or set them up for fruitful collaboration.

Datascope gathered internal data, including unstructured research data on the scientists’ interests and who they partner with most often. The team used that information to develop two new systems that bridge the gap for P&G researchers and managers. The first is an internal search engine that lets managers quickly find and connect the right experts across P&G offices worldwide. The second is a data visualization tool that highlights subject areas ripe for more collaboration among experts and research teams, who may already be asking similar questions. This intelligent tool can surface relevant, timely information managers need to connect their teams.

P&G already had a practice of collecting information for product research, but it wasn’t until Datascope came on the scene that the company took advantage of large, multi-layered data sets and made them more intelligent, so leaders could expand P&G’s expertise through new global partnerships.

Helping a multinational company connect staff members across locations and identify new areas for growth.
Growing a multinational company by connecting staff members across locations.
Procter & Gamble
North America
Procter & Gamble
Using data to connect global teams, Procter & Gamble, consumer products, retail, consumer experience, retail innovation, growth strategy, business growth, scaling innovation, employee experience, workplace design, team collaboration, data strategy, data driven design, data visualization, innovation, strategy, research

Crunching customer data to deliver better smartphones

Helping a big tech firm turn mountains of customer feedback into product improvements in real time.

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Case study
Case Studies
Creative Capabilities
Breakthrough Products
Technology
Consumer Products & Retail

In 2017, IDEO acquired longtime partner Datascope and integrated the company’s data scientists and engineers. Datascope team members aren’t just passionate data scientists; they’re human-centered designers who happen to work with data, as illustrated by successful collaborations like this one:

The second a smartphone debuts, buyers, bloggers, and journalists begin writing comments and reviews—and users start troubleshooting. Motorola Mobility wanted to tap into this river of data, but didn’t have the right tools to collect and respond to it.

Motorola’s design, engineering, and service teams hoped to identify product problems early, address them quickly through customer support, and ultimately fix them in future releases.

So Datascope built a custom engine that aggregates and analyzes feedback from hundreds of millions of phrases and internet references, drawn from consumer sites, user forums, news coverage, social media feeds, and product reviews. The tool parses key, product-specific information and routes it to the right Motorola teams: hardware, software, connectivity, and interface design, to name a few.

The analytics and visualization engine not only studies product performance in real time, but it also uses algorithms to gauge customers’ emotional reactions: Do they like the phone or hate it? Do they have complaints? Are they recommending it to friends?

Datascope’s tool translates all this data into simplified to-dos that are sent to the correct service and repair staff before user issues can mar a product launch or even the company’s reputation. And as engineers discover more about how a phone performs in the real world, they learn how to avoid making similar mistakes in the future.

The tool proved valuable as soon as it launched in 2012: When Motorola released the RAZR M smartphone, customers had a hard time figuring out how to use wifi and voice features at the same time and lodged complaints online. The engine recognized the pattern of complaints and alerted Motorola's customer support team, which was able to post responses with clear instructions in every relevant forum, turning a potential customer satisfaction problem into a positive interaction.

Motorola continued to use the engine to address issues in later releases of the RAZR M. The advance warning made engineers’ lives easier, while better handsets and software made for a more seamless customer experience. Improvements were also evident in the RAZR M’s well-reviewed next generation, the RAZR MAXX.

Based on the tool’s success, Motorola used it to improve the company’s supply chain and product development process. And beginning in 2014, with the Moto 360 smartwatch, Datascope’s analytics engine has been used to gauge performance and public sentiment not just for new smartphones, but for Motorola Mobility’s entire line of products.

Motorola
Motorola
Crunching customer data to deliver better smartphones, news experience, news consumption, Motorola, technology innovation, digital products, consumer products, retail, consumer experience, retail innovation, product design, industrial design, new product development, data strategy, data driven design, data visualization, understanding user needs, innovation, strategy, customer experience, product development, mobility

Rethinking baby food packaging

Collaborating with Plum to create a new, wholesome experience for new parents and babies.

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Case study
Case Studies
Strategic Futures
Breakthrough Products
Food

For most parents, ensuring their child’s proper nourishment is a top priority. But that’s not always easy, especially for parents on the go. Plum Organics, an organic baby food company, set out to solve that problem by providing families with pureed fruits and veggies in pouches, making it easy for them to feed their babies. Plum approached IDEO for help designing a non-pouch package that could showcase the vibrancy of the ingredients within.

By conducting research and in-person interviews with families, Plum set out to ensure that the new product was both desirable and functional for parents and their babies. By joining families in their homes, IDEO was able to gather essential insights that helped inform prototypes and the final design, like the fact that nothing can replace the feeling of making an intimate connection with a child through spoon feeding; that baby food is often wasted if a parent can’t remember how long a product has been in the fridge; that families struggle with how to spoon-feed their children on the go without making a mess, and that both parents and retailers were concerned that baby food jars don’t stack securely on shelves.

With those insights in mind, the team designed a transparent bowl that allows consumers to see the natural color of Plum’s vibrant, organic food. A resealable lid makes it easy for parents to store food between feedings, and the container includes a feature that allows them to track the day that they opened the pack to ensure that they don’t end up throwing away perfectly good food. Lastly, the new package is easily and safely stackable and includes a divot in the lid for parents to rest a spoon on, making for a much cleaner and more sanitary feeding experience.

Baby Bowls for Plum are now available at retailers nationwide and are a natural evolution for the brand, helping Plum continue to provide high-quality, organic baby food for consumers and their children, even if they’re eating on the go.

The new lid features a divot for parents to rest a spoon on, as well as a freshness tracker to help track the day the pack was opened.
Plum Organics
Plum Organics
Rethinking baby food packaging, baby food, baby food packaging, Plum Organics, food innovation, food and beverage, packaging design, product packaging, packaging innovation, food experience, food systems, future of food, design for children, family experience, youth experience, innovation strategy, business innovation, design innovation, innovation, strategy, research, prototyping, how do we innovate

Transforming the way you learn about your DNA with a genomics startup

Helping people harness their genetic information by launching the first store for products powered by DNA.

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Case study
Case Studies
Creative Capabilities
Breakthrough Products
Health
Technology

Accessing our genetic code is as easy as spitting in a tube, but how can we benefit from all that DNA data? IDEO surveyed more than 1,000 Americans about the gene sequencing services they want. "Give me things I can act on,” one respondent said. “Give me advice, action plans, apps, and tools. Information is just air until I can put it to use." As it turns out, tools that can translate our genetic information into better life choices—to improve our health, chart our family history, or even find an effective exercise routine—are hard to come by.

Inspired to organize and apply the wealth of genetic data in all of us, Helix envisioned the first online platform for products that offer insights based on a person’s unique DNA sequence. The startup’s founders approached IDEO to help them get to launch by identifying their future market segments and designing their brand and product offering.

Helix sequences all 22,000 of your genes from one saliva sample—sent in a mail-in kit—and hosts a marketplace of products developed by trusted brands and innovative developers that explore your health, ancestry, entertainment, family, fitness, and nutrition. Similar to the Apple app store, Helix lets you pay individually for the products you want and is a platform for developers to launch new offerings over time. After you've provided a DNA sample once, every product in the Helix store is made available to you on-demand. So, as new products are launched and new discoveries are made in the field of genomics, the data from your original sample is all you’ll need to keep exploring your personal genetic insights.

Submitting your saliva sample through Helix's mail-in kit unlocks access to a personalized report, as well as dozens of products that offer DNA-based insights.

IDEO engaged a range of users, including early adopters of at-home genetic tests and “quantified self” enthusiasts, and surveyed potential Helix customers across the country. That qualitative and quantitative research validated Helix’s “app store” business model and provided key insights into the products people were most interested in.

Through the partnership, Helix uncovered what users need most from a genomics company:

  • to prioritize the accuracy and privacy of DNA test results
  • to encourage a sense of discovery and exploration of our genes
  • to celebrate each individual’s unique qualities

A team of ethnographers, data scientists, and designers at IDEO helped direct the startup’s brand approach (including its name, Helix) and crafted a blueprint for how the company connects with customers and presents its product. The Helix store launched in July 2017.

Our DNA used to be a mystery—something we guessed at by observing our parents. Now, easy access to our genetic code—and the tools to truly understand it—arrives on our doorstep.

Create a personalized meal plan, learn about your metabolism, and more with products in the Nutrition category of the Helix store.
Helping people harness their genetic information by launching the first store for products powered by DNA.
Helping people harness their genetic information.
Helix
Helix
Transforming the way you learn about your DNA with a genomics startup, DNA, genomics, personalized medicine, Helix, healthcare, health innovation, patient experience, technology innovation, digital products, venture design, new business creation, business model innovation, business transformation, organizational transformation, culture change, healthcare design, digital health, patient-centered care, retail experience, store of the future, consumer experience, how to launch a new business, innovation, research, startup, transformation, retail

Quick + Dirty Design Tips: Animation in After Effects

Animation tips from an After Effects power user

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Article
Articles

For this method of animation, make sure to use only lines in your Illustrator file. The idea is to animate the lines across their own path, so the way you design them will play a big part on how elaborate your animation will be.

Watch this video for a quick step-by-step guide to animating lines in After Effects:

  1. When your Illustrator file is ready, import it to After Effects. You can simply drag your Illustrator file to the Project area or go to File > Import > File.
  2. Drag the imported file to the Timeline. It will automatically create a Composition.
  3. Now you must turn your Illustrator file into Outlines that After Effects can control. On the timeline, right click on the layer and select "Create Shapes from Vector Layer.
  4. The next step is to animate your outlines. For that, you will need to add a Trim Paths feature to your new layer.
  5. On Trim Paths, use keyframes for Start/End to change when and where you want your paths to animate. If your file has multiple lines, you can choose to animate them simultaneously or individually.

This technique is a simple and effective way to create powerful motion graphics for storytelling, user interface behaviors, or even a simple animated gif. Hope you enjoyed it!

Adobe After Effects is one of my favorite tools for prototyping user interfaces, creating video scenarios to communicate a context of use, or simply crafting stories through animation. It's a tool that allows you to explore and visualize ideas, and there's no right or wrong way to use it. Here are a few tips for using After Effects to animate vector lines imported from Adobe Illustrator.

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quick + dirty design tips animation in after effects, quick + dirty design tips, animation in after effects, prototyping, rapid prototyping, testing new ideas, graphic design, visual design, creativity

Why You Should Keep Making Stuff By Hand

Don't let technology stop you from getting your hands dirty

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Article
Articles

So, when the opportunity comes up, I like to turn off the computer and focus on creating artifacts. While an object is just a thing that serves its purpose until it’s tossed out, an artifact sparks an invisible conversation, a connection between the human who made it and the human experiencing it. Even something that people don’t think twice about, like an event name tag, deserves to be well designed.

That belief drove me to create a collection of one-of-a-kind name tags for a CoLab event. I wanted to make something with my hands that would bring a level of craft to our content. The tags served as the icebreaker for more than a few conversations, and reminded people at the tech-focused event that there's a human element to everything. Many attendees we reached out to a month later said that they still had the tag on their desks.

The process was simple, but arduous: I laser cut blanks, etched the names, spray painted each tag using unique colors and angles, and finished it off with acrylic screen printing ink to make the names readable.

Here's how I did it, step by step:

1. Creating the blanks

I designed the negative of the template so that I could later use it as a jig. I used 18 x 24 inch sheets of 3mm acrylic, so that with the name tags at 2.5 inches x 3.5 inches, I could fit about 32 comfortably in each batch (as opposed to 38 if I used all available space and threw away the negative).

Acrylic sheets tend to melt and then cool quickly in the laser cutter, leading to possible sticking, so I usually add about .2mm to my thickness settings to compensate (i.e. I was using 3mm acrylic, but put 3.2mm in the settings). There are two benefits: One, you guarantee that you actually cut through the sheet. Two, it also gives you a little bit of wiggle room so you don’t end up with hard to pick out joints.

Pro tip: The key to making the most of your acrylic is to leave space for future cuts on the same piece. Instead of designing my reusable jig with all the name tags in the center, I threw them to one side so that I could use the other end again. After I cut the jig, I could get 38 tags out of each subsequent batch because I could simply throw away the negative. Another bonus: When there’s excess acrylic on one end, you can always tell which side goes in which direction.

2. Etching the blanks

Once the blanks were cut, I needed to take the protective plastic off of one side, so that I had a clean surface to etch onto. I peeled the tags, slipped my template jig back into the cutter, and dropped the blanks into place.

The etch file is the same as the template jig, just with a red cut box around the perimeter of the file denoting the edge of the acrylic.

Once I had an etch file ready to go, all I had to do was push the file to the top left of the cutting area and check the focus points of the laser on the first tags on the first and second rows. Since the etch file is in the same grid form as the old cut file, everything is already spaced for me. The etch settings held ink best at around 74 to 76 percent power at 100 percent speed.

One final thing to note: We don’t want to cut anything (we’re just etching), so after setting my etch power, I set the cutting lines to 0 percent power and 100 percent speed, so we just blow right past them.

3. Taping the etched tags*

Once the blanks were etched, I peeled the plastic off of the back of the tags, then covered the etched side of each in painters tape to keep them clean.

4. Spraying the tags

After everything was taped, I slapped some aluminum foil in the vent hood and got to work spraying each tag. The process allowed me to bring out some of the old airbrush tricks my dad showed me as a kid, like holding a tongue depressor at a 60 degree angle in front of the nozzle to create thicker splatter. I used two to three colors for each tag, at varying angles.

I used Montana brand spray paints, and I definitely recommend using the BLACK formula. Over the course of the project, it dried on the acrylic within four and-a-half minutes, which is pretty insane. The GOLD formula was comparable, but my run of the mill Krylon paints took much longer, so it’s worth the extra bucks to buy Montana.

Pro tip: If you’re spraying a bunch of parts in a hood, aluminum foil is actually a great material for coverage as it tends to not stick to your parts like paper.

5. Sealing the tags and revealing the beauty

After the sprayed tags had dried, I hit the painted side with a couple quick coats of the Montana clear matte varnish so that they wouldn’t stick to each other. When everything had dried, I peeled off the painter’s tape—my favorite part of the project.

6. Applying the ink inlay

Next came the most time-consuming part: the ink inlay. I used speedball acrylic screen printing ink for its fast drying time, and how easily it wipes off acrylic. I liberally brushed and swabbed the ink into the etch using a Q-tip, then quickly wiped the excess off with a paper towel. Once dry, they were ready to go.

That's it!

*Imperfect process: I know what you’re thinking—why didn’t you just remove one side of the plastic before etching, spray that side, then remove it from the other side, then etch that? I did! After a few batches, I added the taping step because I noticed the spray paint was eating away the plastic coating that kept the paint off the front of the tags.

I work with CoLab, IDEO’s tech-focused R&D group. I’m also someone who’s committed most of my life to craft. Luckily, my day job allows me to bring the two together. But the minute you start making a living from your craft, problems start to surface. You get burnt out. You compromise your vision to deliver things on time. At that point, you're no longer transforming objects—you’re just pushing matter around.

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why you should keep making stuff by hand, craft, creativity, prototyping

Thoughtless Acts: Single-Serve Medicine

Thoughtless Acts: Single-Serve Medicine. The intuitive ways we adapt and react to things in our environments

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Article
Articles

I snapped this photo in the Amazon jungle town of Iquitos, Peru. A jar full of individually cut blister packs sat in the corner of a general store set up in front of a family’s home. By making individual doses available—not even a daily dose, but a single, one-time dose—more families were able to afford treatment for their ailments. In a community where money is very scarce, this family was filling a very real, pressing need that wasn't being addressed by local stores.

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.

Health
thoughtless acts single-serve medicine, thoughtless acts, single-serve medicine, healthcare, health innovation, human centered design, design thinking, photography, visual design

A Day in the Life of an Environments Designer

Ever wondered what an environments designer does all day?

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Article
Articles

6:20 AM: Snooze

6:30 AM: Sweep

Sweep. Make the coffee, water the succulents, check out a few new product curation apps and services the team has been talking about. While riding the bus across the Bay, I read about immigration patterns and how they affect consumers in North America. Staying inspired is part of our job, so I try to start each day with a healthy dose.

9:00 AM: Birthday shenanigans

Today is my teammate Julian’s birthday, so we surprised him with donuts and orange juice—his morning elixir of choice!

9:30 AM: Sketching and 3D modeling

My team’s current project is to reimagine the shopping experience for a large retailer. To prepare for a review with the team, I do some sketching and 3D modeling of in-store display concepts. We are a diverse and interdisciplinary bunch, so it helps to bring everyone’s ideas together through visualization.

10:30 AM: Design review with the team

We do team check-ins throughout the day, talking through our ideas to make sure we’re meeting user needs and pushing the integration of digital behaviors and physical environments. Today, we’re critiquing a bunch of sketches of critical shopping moments that we’ll prototype later. We’re considering how digital projection can add ambient information and subtle interaction to a physical display layout.

11:30 AM: Creating a physical study model

In preparation for our prototyping session in the IDEO Shop, we use a rough physical model to map out the experience of the future retail environment. A small-scale model lets us discuss all the ways shoppers might interact with a brick and mortar store—from browsing to comparison shopping, saving for later or checking out and having things shipped home. It’s helpful to keep our work quick and dirty, so that we have a model that lets the entire team walk through design points together.

12:00 PM: Julian’s birthday lunch

Continuing the festivities, we pop out of the office to get a bite of Scandinavian-inspired eats.

1:30 PM: Field testing and 1:1 prototyping

Time to refine the rough mock-up made in the office and rebuild it in a live retail environment. We wear jumpsuits to suggest how we want the client’s brand to evolve (and because jumpsuits are cool).

The prototype begins outside the store with a simulated mobile shopping experience that ushers shoppers directly to our redesigned displays. The point of the prototype is to test a store layout that could feel like an extension of a mobile shopping experience. Think curated themes, minimal options, and intuitive product comparison interactions. Turns out, some things they hate, some things they love, and a few things don’t make sense to them at all! All of that is great feedback for moving forward, by the rock-and-roll rules of prototyping. Achieving a realistic level of physical interaction while keeping the design at a prototypical level is key to getting honest feedback. We draw our insights from watching how users interact with the space, as well as their answers to directed prompts.

7:30 PM: Teach

My nightcap is heading to California College of the Arts, where I teach a class about physical space and digital interaction titled “Objects & Space.” We work with sensors, hack projectors, control motors, glue, and foamcore, and build our way through code, all in the spirit of figuring out what the environments designers of tomorrow might do.


When people ask me what I do for a living, I say, “I use space to explore design solutions.” It might sound like I work for NASA, but what we environments designers actually do is consider how physical space influences human behavior. Much of my time is spent sketching, making models, building walls out of foamcore, miming, turning off the lights, rendering, and doing my best to break feng shui. Here's a breakdown of a typical day:

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a day in the life of an environments designer

Lindsey Turner

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

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Leader
Leaders

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.

My tween twins teach me more about technology and gen-alpha than the last decade of trend reports.
Making things that matter
Consumer Products & Retail
Media & Entertainment
AI & Emerging Tech

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

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Leader
Leaders
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.

The greatest project to which I’ve ever contributed is raising my two daughters with my husband.
Uncovering unmet needs
Consumer Products & Retail
Learning & Work
Media & Entertainment
Play
Public Sector

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.

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Leader
Leaders

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 love a good crit.
An inclusive, hands-on approach
Health
Learning & Work
Media & Entertainment
Public Sector
AI & Emerging Tech

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.

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Leader
Leaders

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.

I have a thing for antique maps.
Developing China-led innovation and capabilities'
Consumer Products & Retail
Food
Learning & Work
Industrial & Manufacturing
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Building a personal AI for the messiness of life: Sida Li

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Suspendisse varius enim in eros elementum tristique. Duis cursus, mi quis viverra ornare, eros dolor interdum nulla, ut commodo diam libero vitae erat. Aenean faucibus nibh et justo cursus id rutrum lorem imperdiet. Nunc ut sem vitae risus tristique posuere.

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Podcast
Podcasts

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.

Health
AI & Emerging Tech
Technology
Learning & Work
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Designing GenAI for the emotional side of money: Johannes Seemann

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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.

Health
AI & Emerging Tech
Technology
Financial Services
Learning & Work
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The curious leader's edge in uncertainty: Scott Shigeoka

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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.

Learning & Work
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How constraints make us more creative: David Epstein

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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.

Learning & Work
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