When it comes to food, we often have to choose between health, convenience, and taste. Parents struggle to get their kids to eat veggies. The same daily salad can become boring or bland over time. Produce often withers in the crisper drawer.

Betterer Foods set out to make one of the world's favorite foods healthier. Rice is a beloved food across many cultures, but many people now avoid simple carbohydrates due to diet restrictions or health concerns. Innovations and alternative options have mostly been limited to products in the freezer section, like riced cauliflower.

Betterer Foods created RightRice: a dry, shelf-stable grain made from rice and vegetables, including lentils, chickpeas, and green peas. RightRice has more than double the protein, five times the fiber, and 40 percent fewer net carbs than traditional rice. But the product still tastes and looks like rice, and is faster and easier to cook.

RightRice founder Keith Belling, the founder and former CEO of popchips, asked IDEO to design a brand that would communicate the product’s benefits. The start-up needed everything from a defined target consumer and brand story to a stand-out package design, website, and go-to-market materials.

The team listened to people's challenges with rice and eating healthfully: home cooks find it difficult to store fresh foods without them going bad, busy professionals are strapped for time when preparing balanced meals, and parents sneak vegetables into dishes like casseroles or mac and cheese. Some consumers say they avoid rice because it’s a carbohydrate, which is forbidden in so many of today’s diets. People describe themselves as “carb phobic” or say they consider rice a “guilty pleasure.” Others don’t eat rice because it makes them feel sluggish or bloated, or is too difficult or time-consuming to prepare. Overall, people wished rice could be healthier, simpler to cook, and still taste delicious.

IDEO translated these insights into a brand foundation that helped RightRice come to life on shelves, online, and in the world. The package messaging emphasizes the vegetable ingredients, and the cut-out window lets consumers see that the product looks like rice. The shape of the window simultaneously forms a bowl of rice and a smile.

Rice is a household staple around the world. The RightRice brand makes it easier for consumers to have health, convenience, and good taste in one accessible product. RightRice launched nationwide in Whole Foods and Amazon in February 2019.

Since this launch, the company has expanded both its reach and product line. RightRice is now available in nearly 5,000 retailers nationwide in addition to Whole Foods and Amazon, including Sprouts, Wegmans, and approximately 1,800 Kroger stores. Over one million bags have been sold.

The company has received numerous awards and acclaim, including being named “Best Plant-Based” by People’s 2019 Food Awards. Building on the success of RightRice, Belling and his team launched RightRice Medley, a blend of RightRice, ancient grains, and vegetables, in 2020. This new product, which features the same branding the company created with IDEO, has doubled the company’s shelf presence at Whole Foods.

After 40 years of rapid development, China's economic growth has reached a critical turning point.

However, looking at the world, today is also the most complex and uncertain era in human history. The traditional engine of economic development is slowing down, while innovation and other emerging ideas are helping the economy burst into dynamism. To ride this trend, China has already put in place comprehensive policies to ensure that the country can achieve this magnificent transformation—not only to maintain economic growth, but also to achieve high-quality development. To this end, what China needs most is a group of new business leaders with a sense of cooperation and innovation to lead and realize this change as a pioneering force.

People of insight can often see the situation clearly with a forward-looking eye. China's society and economy are undergoing transformation and upgrading, and market demands are constantly changing driven by technology. While seeking business development, many mature entrepreneurs with successful experience have realized that they need to explore some of the most essential issues inwardly, including: The original intention and mission of the enterprise and the role that enterprise leaders should play. However, without a systematic approach, transformation and upgrading, strategic decision-making, management mode and cultural construction cannot truly serve the enterprise

As a top institution of higher learning in China, Tsinghua University has always placed an important strategic position on cultivating innovative talents for China. IDEO is the world's leading design and innovation consulting firm. As a pioneer of design thinking, IDEO has always been committed to applying design and innovation capabilities to solve the world's most complex problems. After discovering the need for China's economic and social transformation and the need for innovative leadership by Chinese entrepreneurs, Tsinghua University and IDEO jointly launched the "Leading China" program in 2018. This program is aimed at senior management of Chinese enterprises, and aims to train entrepreneur trainees to use new perspectives and ideas through a one-year innovative leadership course to seek solutions for the systemic changes that need to be achieved in the process of social transformation in China.

The students of the first "Leading China" program came from more than 30 entrepreneurs from 20 different industries. The teachers who participated in the lecture included 73 Chinese and foreign experts including Shan Jixiang, the former dean of the Forbidden City, Masahiro Kuroyama, the father of Japanese industrial design, and Jake Knapp, the inventor of "Design Sprint". As China's first innovative leadership course with design thinking as the core, the project is equipped with "design to open enterprise creativity", "reshape enterprise competitive advantage", "forge innovative business system", "innovate with the help of finance", "embracing Industrial Revolution 4.0" and "Win-win China Created 2030" six modules. The trainees traveled to nine cities in one year, and completed the courses in the interactive teaching of inspiration and the exchange and sharing of practical experience. Many students said that the course not only helped them find the direction and path of enterprise reform, but also improved their way of thinking, strategic planning and leadership models.

Liu Feng, the founder of Top Intelligence, gave an example of the inspiration brought by the six pillars of "vision-led" enterprise reform. Through "vision leadership", he not only sorted out the original intention and values ​​of the company, but also launched a series of measures based on this starting point, which improved the company's various aspects from the telephone customer service process to the organization of the annual meeting, and mobilized the enthusiasm of employees. This greatly improves the company's efficiency and flexibility. Ting Zhihong, chairman of Hongtu Logistics Co., for example, said that the biggest change brought by the course is her awareness of the importance of empowering the team. The company has now built many platforms to give employees more room to play, to create markets, to put decision-making on the front line, and to let employees play the role of company operators. Her company doubled its profits in 2018. Hu Chao, founder and CEO of Leyou Pregnancy and Baby, introduced that what most executive courses learn is knowledge, and what this course learns is people-oriented values ​​and ways of thinking.

The students of the first class of "Leading China" graduated in December 2018. Regarding the course of this year, Wang Jingwei, former assistant dean of the PBC School of Finance, Tsinghua University, commented: "Since the project was launched, we have not only witnessed the true value of design in a business context, but also experienced first-hand the use of people-oriented The difference between the designed executive courses is that the entrepreneurs who participated in the courses quickly entered a state of immersive learning, and many students quickly began to practice the methods they learned in the enterprise.”

On April 8, 2019, the list of winners of the 3rd "Changing the World Innovation Award" was announced, and the "Leading China" project was shortlisted for case nomination, becoming the only Chinese innovation case in the education category. The "Change the World Innovation Award" was announced by Fast Company, one of the world's three major financial and business media organizations.

As one of the world’s leading smartphone manufacturers, the Chinese brand vivo is widely known for its exceptional technological innovation and top-of-the-line photography and gaming hardware. But in an increasingly saturated phone market, vivo understood that it wasn’t enough to lead the pack based solely on technological excellence. To win the hearts of young Chinese consumers, they needed to become a beloved brand.

China consumes roughly 30 percent of the world’s smartphones, presenting a tremendous market opportunity to brands who wish to capture young consumers’ loyalty. In order to achieve that, vivo wanted to design a complete brand experience beyond the devices themselves—one that would express the joyful vivo brand spirit through services and retail experiences. One of their first key initiatives was to build its first concept store in an iconic building in Shenzhen, China.

Before building the concept store, vivo approached IDEO to explore what kind of in-store experience would resonate with young Chinese people. The concept store needed to convey joy in a meaningful, tangible way, while also setting the stage for vivo’s future brand systems. With this in mind, IDEO set out to explore how vivo’s young consumers experience fun.

After conducting research in four different cities, IDEO shared the stories of young Chinese consumers back with the vivo team. Their interviews revealed that young people value experiences that enrich their lives and create a feeling of positive personal transformation. They seek opportunities to expose themselves to new experiences, express themselves in different ways, expand and deepen their social connections, and build knowledge and skills.

Through this understanding of how young Chinese define “enjoyment,” IDEO helped vivo identify the value proposition of the concept store as expressing oneself in new and different ways. The store would allow every visitor to see something unique and find a fresh perspective. The vivo team took that value proposition into a design brief and later built out the space and interactive experiences.

The concept store launched at Shenzhen on March 22, 2019, featuring an upper level dedicated entirely to interactive experiences with photo booths, sound recording, and lighting technology. The engaging, lively and positive atmosphere of the store represents a major milestone in vivo’s transformation from a smartphone maker to a consumer brand.

WATCH: Official launch video provided by vivo.

As China's agriculture moves towards scale and sustainability, helping farmers grow healthier food with resilience is a matter of national economic security and individual livelihoods.

Bayer Crop Science—with its mission to accelerate China's agricultural modernization and benefit Chinese farmers and consumers—has provided high-quality products for millions of growers in China over 18 years. Yet its service relies heavily on multi-layered distributors and retailers across the country. The last mile of Bayer’s product delivery spreads across tens of thousands of highly fragmented retail stores, making the quality of service difficult to monitor and control.

Together with IDEO, Bayer Crop Science aimed to uncover new ways to engage with local farmers and retailers, and develop design concepts for its diverse set of retailers—establishing local relevance as well as the potential to scale nationwide.

With this ambition in mind, a team formed by Bayer Crop Science and IDEO launched into a design sprint in the rice fields of China’s Anhui province. Field research uncovered multiple challenges facing Bayer Crop Science’s retailers. First, each store needed to serve more than one hundred farmers, many of whom rely solely on the store owner to understand how to use the products. Retailers struggled to meet a high daily demand for direct support in a way that provided a positive customer experience.

In turn, farmers felt they had insufficient access to expert advice. While many farmers shared similar needs, there was no system for aggregating requests or arranging group instruction. Given that many rice farmers are illiterate, pre-printed educational pamphlets had limited impact, and retailers lacked tools for providing targeted support. And because the retail stores were also used for storage, little space remained for educational or community programming.

With these constraints in mind, the team needed to come up with ideas and design concepts that could be easily integrated into the daily lives of the retail store owners. The team brainstormed hundreds of concepts and quickly prototyped a select few. One retail store in Dangtu was transformed entirely into a live prototype set. Over three days, more than 50 farmers and retailers came through and provided feedback. From there, the team was able to make daily iterations of the concept, evolving the experience in real-time.

The Bayer team was energized by the potential of these prototypes to enable more customer-centered retail experiences. An exhibition of the concepts was set up during the National Annual Sales Conference of Bayer Crop Science in China, during which a much wider audience from Bayer experienced not only the concepts, but also the immediate feedback from farmers.

One year after the project’s completion, more than half of the design concepts have been included in Bayer's support kit for dealers. In 2019, these concepts will be rolled out in more than 1,000 flagship stores across China.

The work has also accelerated Bayer Crop Science’s efforts to build an ongoing engagement mechanism with its retailers and growers. Its online platform, Bayer Joy Grower, now has more than 10,000 retailers and will be expanded to growers soon.

It turns out there’s a strong correlation between social media use and nap entrapment. Personally, I found my Instagram use skyrocketed during the first four months of my then-newborn’s life. And during the entrapment days, two Instagram accounts really stood out from the rest. The first was the actor/rapper Will Smith’s energetic, curious, family-friendly account. His posts are a mix of throwback photos featuring Jeff Goldblum, comparisons of his baby pictures to Rhianna, and vintage videos of wife Jada mouthing off to Eazy-E about feminism.

The second belonged to the musician and artist Patti Smith. Her account is poetic, reflective, and sincere. Its posts range from a meditation on the morning light playing upon her “thinking chair,” to fanning out hard over Law and Order: Criminal Intent.

Perhaps it was the sleep deprivation. Or maybe it was a hankering to fit some synthesis—the IDEO designer's process of creating a cohesive narrative from a sea of nuanced human stories—into my maternity leave. But I grew intrigued by their common last name.

Thus came constraint number two: Could one create a captive, compelling Insta feed, one that guides the viewer on an engaging, winding, whimsical journey, featuring only Smiths? What story would come out of weaving multiple online personalities together? It was synthesis, but with other people’s lives.

To make things really interesting, I added two more Smith feeds. Kevin, one of the masterminds behind films like Clerks and Dogma, balances goofball humor with poignant reflections on life and health. Singer Sam, the fourth and final Smith, is a modern day crooner who keeps his posts pithy and punchy.

Together, the four Smith feeds created balance in a random sort of harmony. Squinting from just the right angle, I was surprised to find common threads in their posts. Stills from Sam’s iconographic performance stages flowed seamlessly into Patti’s gently-lit trip to La Recoleta cemetery. Kevin’s collection of Weebles set up Sam’s visit to a trinket-ridden open air market, before handing off to Will’s portrait of an eclectic man’s fashion in Tybee Island, GA.

With nothing more than a ubiquitous last name and fame connecting these four, gestural themes emerged. Parenthood, childhood, dental hygiene, activism, Rhianna.

These are more than Smith themes. These are modern human themes. But Instagram’s real-time format muddied this story. I wondered if there was a way to create a thematic flow—one long, chaptered story—rather than a chronological one. The solution lied in a third, and final, constraint: a fixed feed. One in service of a single story in time, rather than a constantly evolving one.

And so, Selected_Smiths was born. A static Instagram narrative, comprised of snaps from all four instagram feeds. The final edit was made on July 22, 2018. 59 posts total, culled from the original Smiths’ feeds. Best viewed from bottom to top and with 30 minutes to spare, so as to read all comments and hashtags.

What started as a nap-trapped experiment turned into a lesson on the power of constraint. Selected_Smiths was born of three constraints: one situational, one coincidental, and one editorial. If Selected_Smiths is the steel ball, then these constraints were the bumpers in the pinball machine of my mind. Launched with gusto, frantically bouncing past flashing lights and through sound fields, the bumpers present a barrier, ricocheting the ball to loss or victory. Constraint demands perseverance, triggers ingenuity, and every once in awhile helps you execute on a weird idea.

Like creating one story with four people who share the same last name. Funny, serious, flip, human—the internet really does it all.

Nap-trapped (noun): When an infant falls asleep on a person in such a way that they are rendered immobile. As in: On maternity leave, I often found myself nap-trapped in a position that demanded complete stillness of all extremities… apart from my right arm. This constraint inspired a somewhat esoteric design research experiment that I took on—sometimes literally—with one hand tied behind my back.

This lack of contextual thinking and foresight is why so many innovation investments fail—it’s not for lack of ingenuity, but because companies build innovation teams, then neglect to design a complete ecosystem to take promising ideas forward.

Here are the three most common traps that cause even the smartest business leaders to throw their innovation money away:

1. The Outcome Trap — If you don’t define a clear vision for how innovation is supposed to contribute to your company’s growth, don’t be surprised when innovation teams fail to make a contribution.

2. The Incentive Trap — No one wants to play Russian roulette with their career. If you don’t incentivize business units to make the right mix of bets, they’ll have no reason to invest in anything other than short term sure things.

3. The Metrics Trap — Success isn’t subjective. If you don’t create innovation metrics that the rest of the organization can understand, the rest of the business may view innovation as frivolous.

The Outcome Trap

About 10 years ago, a parcel courier (one of those companies that brings cardboard boxes to your door) built an innovation unit to help power their future. Senior executives had held inspiring conversations and decided that “innovation” would build the future of their company, so they built a new team and recruited a former startup guy to run it. Everyone had high hopes for the team’s success.

What happened next? The startup guy built them a startup. The team found some cool technology and a strong customer need. They used that to build, launch, and sell a profitable new solution to a small but growing pool of customers.

Was it a success? Well, only to some stakeholders. When the team began to share their results, they faced surprisingly hostile reception: One senior executive wanted to know when the innovation division was going to yield strategic insights for the core company. Another asked when it would start developing new technologies for the core business. A third wondered when it would train her teams in innovation. Despite some wins in the market, few stakeholders were happy with the results. Within 18 months of their launch, they were disbanded.

This company fell into a surprisingly common trap: Everyone thought that “innovation” was important, but nobody ever talked about why they wanted it. It was like the execs had asked a waiter for ice cream and then got upset when their server showed up with Rum Raisin.

So, how can you avoid the Outcome Trap?

Work backwards. First, define why innovation is important and why now. Once you define the outcomes needed from innovation, you can craft a portfolio of projects designed to meet those goals. That portfolio then suggests the talent, skills, and even the number of people or teams you’ll need to drive innovation. When we break them down, successful innovation portfolios consist of a mix of four activities.

In the graphic below, we’ve plotted businesses and teams based on our evaluation of their primary objective (even though many of these teams invest in more than one quadrant).

As shown in the above graphic, Discover teams focus on uncovering new insights or opportunities that could be developed into new businesses or offers. This long-term innovation work includes the efforts of R&D labs focused on emerging technology. Those in the Invest quadrant develop, launch, or acquire new businesses in the short term. This includes the work of M&A teams, accelerators, incubators, and corporate venture capital. Define teams initiate tangible strategic visions for how existing business units may need to evolve to succeed in the future, and reveal opportunities for how current offers can adapt to changing customer demands or new technologies. And lastly, Evolve teams differ in that they partner with existing business units to adapt to a changing environment—develop new offers, approaches, and skills to improve the business in the near- to mid-term. This includes the services offered by SWAT teams, internal agencies, and coaches.

By intentionally balancing the portfolio—say, by focusing sharply on incubating new digital ventures and adapting current offers—the innovation team can define their projects, align their stakeholders, and allocate their staff.

The above graphic highlights the shape of a lab portfolio at a successful retail conglomerate—80% of their efforts are focused on either evolving the current subsidiaries or helping those subsidiaries invest in new digital ventures. The remaining 20% of their effort goes into defining future strategy and discovering new tech to harness.

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To avoid this trap, ask yourself: Why innovation, and why now? What does success look like? What’s the future vision for our company, and how should innovation contribute to that? Where are we facing the biggest market threats—in the short term or the long term? Will innovation provide services to core business units or will it build new subsidiaries? Your innovation portfolio and your teams will naturally evolve over time, but you can control that evolution by intentionally defining the purpose of the team and the outcomes that they need to deliver.

The Incentive Trap

Once you’ve defined the ideal innovation portfolio, you need to find the right sponsors willing to make the right bets on the right projects. The best strategy is doomed if no one has any incentive to make good bets. That’s the Incentive Trap.

Several years ago, a global home appliances company created a Lifestyle Research Lab to design new products that address consumers’ changing attitudes and behaviors. In isolation, the team conducted their own research and used it to develop new ideas that could transform their white goods businesses—creating radically new dishwashers, refrigerators, or washing machines. When they hit on a juicy idea, they would then try to sell it to a business unit for development.

Now, imagine yourself leading one of those businesses: One day, out of the blue, someone you’ve never met pitches you on a new product. Based on some research you’ve never seen and some shiny concept sketches, this team insists that you should change up your five-year product development roadmap. You didn’t ask for this idea, you didn’t pay for this work, and their analysis doesn’t match up with the numbers that you normally track. Your budget, your people, and your manufacturing are already committed. Even if you love their idea, you’d need to do a lot of heavy lifting to justify changing your plans. Few executives at the appliance company were willing to do that work.

Looking at the innovation portfolio and the purpose that’s been defined, what kind of bets should business units to make?

In a completely rational world, a decision between investing on a sure thing or a smart bet should be a toss up. However, to many executives, investing in riskier projects can feel like career Russian roulette. In your own company, how much of a balance do you have between sure things and smart bets?

To create a more balanced mix of bets, many companies fund innovation from some central, corporate pool. This promotes riskier bets—it’s always easier to gamble someone else’s money. But there’s a catch: when the business units pay too little for innovation, they don’t value the work. Business leaders can see this kind of innovation as a sideshow. When the going gets tough, and those business leaders need to improve their metrics, they will kill any innovation projects that aren’t yet proven.

So, what happens when a business unit pays the tab? Although leaders are more invested in the outcomes (literally and figuratively), their demand for innovation is far lower. When betting their own money, most people prefer sure things—even when the expected returns are the same, they choose an option that’s easier to predict. So, how do you promote riskier bets? With corporate funds. We often see these corporate subsidies falling into three tiers. This model isn’t just true for how business units spend their money, it’s also true for how they assign their best people. They aren’t likely to put their best people on their riskiest projects.

The above graphic illustrates that as you define your portfolio, you’ll also need to define a funding mix for the work that incentivizes the right bets. The incentives tend to fall into three tiers: Tier 1 investments feel more like sure things; tier 2 investments feel a little riskier, but still appealing; tier 3 investments feel too risky to make without senior executive support.

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To avoid this trap, ask yourself: Looking at your ideal portfolio, what is a healthy mix between sure things and smart bets? How adventurous are your business units, and how much do you need to incentivize their investments? The more corporate pays, the more risk business units will take on.

The Metrics Trap

Once you make your bets, how do you know if they’re paying off? If innovation isn’t seen to create measurable value, it’s worthless. That’s the Metrics Trap.

One sneaky reason that so many companies throw away good money on bad innovation efforts is that innovation may take years to show impact on metrics that the business units typically track, like revenue, profit, lifetime value, or customer satisfaction. But that doesn’t mean that innovation teams can’t show value in the short term. By setting simple baselines, teams can measure progress over time, showing that their work improves outcomes, drives efficiency, or changes behavior. These progress measures demonstrate indisputable value, and can often satisfy skeptical stakeholders in the short term—until innovation’s portfolio of work hits the market and begins to generate real growth.

To properly measure both the productivity of individual projects and the performance of the overall investment strategy, many innovation units build a basket of metrics that they can track in various timescales, as captured in the diagram above.

One global financial services company has taken some smart steps to avoid the Metrics Trap. They built a Fintech Incubator to develop new digital offers on behalf of the bank’s business units. Before the Incubator will take on a project, a sponsoring business unit must make a business case for the product, put up a majority of the development costs, and define a series of success criteria for further investment. This aligns the innovation process with the business unit’s needs. On top of those project metrics, the incubator’s leaders also track a set of progress metrics across all of their work. These measures demonstrate how, over time, the incubator is moving down the cost curve. They’ve used progress measures as an argument for how the core business should rethink the way that they build and test new concepts.

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To avoid this trap, ask yourself: Once you make your bets, what metrics will you use to calculate whether they’re paying off? What does your business value? What will you measure in various timescales to demonstrate the success of your projects, your progress, and your portfolio?

These aren’t the only innovation traps, but they are the deadliest. Innovation should not be a game of Russian roulette. By carefully considering and designing solutions to each trap, you can get that much closer to crafting an investment portfolio and innovation ecosystem that can nurture the future of your company.

Visuals by Gracia Lam.

With threats looming from every direction, it can be tempting to make precautionary investments in innovation. All too often, though, companies bet on new projects without thinking through how they will integrate with current offers and teams. That's like running a water main up to your house, then not connecting it to your plumbing. Yes, you’ll have water, but you won’t be able to channel it toward anything useful.

The office is an important place, and it’s one we believe should be designed with care. Culture matters—that means everything from the physical space to the values a company shares with new hires on their very first day.

Part of workplace culture is fun watercooler talk and good snacks, but it’s much more than that too. Solid culture lays the groundwork for the lightbulb moments that happen when people feel truly comfortable at work.

Good news: You don’t have to be an office manager to concern yourself with company culture. If you’re interested in building a positive, supportive office experience, check out the advice below from the Octopus archives.

1. When you’re curious about the folks that design the place where you work

How does a company agree on its values? What do truly authentic rituals look like? And how does that translate to business value? Follow one of IDEO New York’s organizational designers through a day to see what org design looks like in practice. (For more on what org designers do, read another piece from Mollie and her colleague, Mat Chow.)

READ: What Org Design Actually Looks Like

2. When you’re trying to convince your colleagues or your boss that culture matters

IDEO Chicago’s Annette Ferrera acknowledges that in some conversations, “culture” can mean “cool perks.” But culture is so much more than that: “It’s about creating an environment that makes it possible for people to work together to come up with innovative products and ideas—the same products and ideas that drive revenue.” Annette’s tips are both a blueprint for enacting your own cultural change and proof that a solid company culture can boost the bottom line.

READ: Why Workplace Culture Matters (And How to Build a Good One)

3. When you’re not quite ready to tackle that big project, but you want to make a small change

Designer, author, and IDEO alum Ingrid Fetell Lee runs Aesthetics of Joy, a blog about discovering joy in everyday life. If you’re not ready to tackle culture at an organizational level, use these bite-sized tips—like adding a plant to your desk—to create more joyful moments throughout the workplace.

READ: 6 Ways to Hack Your Workspace and Find More Joy at Work

4. When you’re not sure how you’re “supposed to feel” at the office

American work culture tells us we shouldn’t feel, fail, or fuss in our place of business, but org designer Mollie West Duffy doesn’t agree—in fact, there’s evidence that a little emotion at work can actually help us connect with our colleagues and feel more confident in our work. Learn more about “emotional culture” (and the book Mollie co-wrote on the subject) in this Q&A.

READ: Turns Out Emotions Do Belong in the Workplace—Here’s Why

According to a survey, the average person spends 13 years and 2 months—that’s 4,821 days—of his or her life at work. For comparison, the survey says we spend 1,583 days eating and 1,146 days on vacation. The only place we spend more time than the office? Our beds (12,045 days, or 33-plus years—thank goodness).

At these conferences, attendees are split up into group sessions: some big, some small, some on specific topics, and some designed to create new connections. Though grouping folks together might seem like a straightforward task, there is actually a dizzying number of ways to put people together—for one recent conference, the number in the neighborhood of 14 duodecillion possible combinations. That’s 1.4 x 10 to the 40th, which is close to the number you would get if you were to multiply the number of grains of sand on Earth by the number of stars in the universe.

Fortunately, for data scientists, sifting through haystacks to find needles is our bread and butter. We looked at this dataset with one goal: to create groups of individuals that foster conversations and catalyze new cross-disciplinary research. Easy, right?

We built an optimization algorithm that scores combinations of people based on diversity, trying to create well-mixed groups. To make sure we had truly excellent combinations, we needed to run the algorithm more than 1,000 times, after which a human had to examine the top scoring combinations. A human ultimately judging the top few options is crucial to making sure we incorporate nuances that the algorithm does not get. But at more than four minutes per algorithm run, it took an average of three days to get results. Three days! Three days between prototypes wasn’t going to cut it.

To solve our time problem, we turned to serverless computing. While we typically use it to deploy microservices, we couldn’t resist using it to massively scale our computational ability on the cheap. After all, we love hacking and repurposing things for atypical use cases, and digital tools are no different.

In a way, putting these groups together is like making chili—there are many different ways to make it, and all are valid (and many are tasty!). But to have a truly great chili, it’s essential that the ingredients are balanced and cooked properly to produce a dish that is elevated beyond the sum of its parts.

Think of each set of groups produced by the algorithm as a chili recipe. In the spirit of experimentation, you start putting together recipes that vary randomly in terms of ingredient amounts and cooking procedure. You’ve written down 1,000 recipes, and you’re going to cook and score them to find your ideal chili.

After a day of chopping, sautéing simmering, and tasting, you’ve only made 10 batches of chili. That's great, but in the grand scheme of things, that's nothing. So you think of ways you could cook and test your recipes more quickly. The most basic way is to make your cooking process (or code for your algorithm) more efficient: Chop faster and keep ingredients nearby. But this yields only a marginal gain. You would only crank out one or two more batches a day.

To really speed things up, you’re going to need some help. You could rent space in an industrial kitchen and hire chefs (servers on the cloud) who take a recipe, follow it exactly, and deliver the finished product to you. The downside: It takes a non-trivial amount of time and money to recruit and train chefs (much like setting up servers with the algorithm code).

But what if you had an army of 100 food trucks that are fully stocked, equipped, and happy to help you? That’s the equivalent of our serverless computing service. Serverless computing allows us to simply upload and then execute our algorithm code on cloud servers, taking away the hassle of setting up machines and allowing us to scale to hundreds or thousands of simultaneous runs effortlessly.

By using serverless tech, analyzing Scialog results goes from a process that runs in about three days to one that takes less than 10 minutes. With pricing schemes that only charge for the time the servers are being used, we can complete our thousand runs for less than $5.

This is great news, because it allows us to prototype our algorithms at scale much faster. What if, after looking at the results, we realize our scoring is missing a specific kind of input, like the balance of cat people vs. dog people? Previously that would necessitate another three-day wait for results. Now, we can tweak our algorithm, upload the new code, grab a cup of coffee (or chili), and come back to analyze the results.

We love the creative freedom that serverless computing enables (the ability to iterate on prototypes), and especially being able to get tons of computing power on demand—and cheaply.

If you’re interested in doing something similar, we’ve had great experiences using Zappa to deploy to AWS Lambda, but you can do the same kinds of things with other serverless services like Google Cloud Functions and Microsoft Azure Functions.

Now go forth and prototype at scale. And if you get hungry, you know what to do.

For almost 10 years, the Research Corporation for Science Advancement—or RSCA—has tapped IDEO for a little data science help. It's a good match, because RCSA shares our enthusiasm for helping people meet and collaborate. Every spring and fall, they organize conferences called Scialogs that bring together scientists of different disciplines to converse on important topics and inspire further collaboration through grants.

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.