Keeping diabetes in check isn’t easy. Between checking blood sugar multiple times a day, keeping a detailed activity record, and logging food intake, staying healthy can be daunting.

But a recent advance in smart diabetes management—Ascensia’s CONTOUR NEXT ONE blood glucose meter and the CONTOUR DIABETES app—can give patients more clarity and control.

The CONTOUR NEXT ONE is the latest product to spring from a multi-year collaboration between IDEO and Ascensia Diabetes Care (formerly Bayer Diabetes Care). In 2009, Ascensia and IDEO developed the award-winning CONTOUR USB blood glucose meter—the first meter to plug directly into a computer, providing patients and their doctors with instant access to blood sugar data and personal trend reports.

Buoyed by the success of the first collaboration, Ascensia asked IDEO to help design a next-generation diabetes management system (and the company’s first internet-connected device).

To help reduce the stigma of checking blood sugar in public, IDEO designed the CONTOUR NEXT ONE to look and behave like today’s modern tech devices. The highly simplified, seamless system allows patients to upload blood glucose readings automatically to the app, which helps guide informed, real-time decisions. The meter’s red, green, or yellow smartLIGHT feature gives instant feedback about whether blood sugar levels are below, within, or above the target range.

Seeing contextual data, which includes physical activity logs and photos of meals, paired with recent and historic blood sugar levels, nudges patients toward healthier lifestyle choices and better control of their condition.

For doctors, the accuracy and quantity of the data combined with the app’s easy-to-read pattern views invites more comprehensive, actionable conversations with patients.

The CONTOUR NEXT ONE hit shelves in Europe in 2016 and is now available in the U.S. Ascensia is poised to develop more products enabled by rich, personalized data to help people with diabetes live longer, healthier lives.

What if we could use the sky to provide alternative solutions to these problems, creating more space for living and transportation? What exciting future awaits us?

At JAXA’s Aeronautical Technology Directorate (ATD), researchers are conducting research and development on aviation science and technology for the future. They are working to affect positive impact through research like noise reduction of airframe and an integrated aircraft operation management system for disaster relief and crisis management.

Normally, JAXA begins their projects by examining the needs of the aircraft industry or comparing themselves against global technology standards. This approach often leads to ideas that are merely an extension of the current technology. JAXA needed a new approach in order to create radical ideas and real change.

The key question was: What solutions would emerge from prioritizing people’s needs over the most advanced technological possibility—taking a human-centered approach to tackling the most pressing societal challenges?

JAXA ATD voluntary partnered with IDEO to attempt to answer this question, identifying new research areas by envisioning people’s needs in the near future. Together, JAXA and IDEO developed four scenarios of future societies.

The scenarios do not necessarily focus on technologies. Rather, the focus is on telling stories that help readers put themselves in the shoes of the four personas. At the same time, the team worked with industrial designers to illustrate convincing demonstrations of the vehicles and machines of the future.

JAXA’s team embraces the belief that “technologies developed at JAXA should incorporate emotional aspects to blend seamlessly into people’s lives.” Driven by this philosophy, the visual design of the four scenarios used a friendly illustration style intended to be approachable and understandable for people of all ages.

In order to develop human-centered concepts from scratch, the IDEO and JAXA team first undertook research and inspiration-gathering. They skydived, observed cities from above, brainstormed with students from the department of architecture at Waseda University. They interviewed airline employees, a former Judo world champion, skyscraper lovers, a business producer who focuses on new working styles. Throughout the research phase, the team explored the possibilities of the sky as a “living space,” not just a place for transportation.

The team was surprised and excited when they learned from a former fighter pilot that old cockpit designs were inspired by the Japanese tea room, highlighting a historic precedent for taking inspiration from real life to inform new technology designs.

The team synthesized their research and developed several concepts, each informed by a different social issue or pressing concern. Each issue was brought to life through a fictional personal narrative.

How might we relieve city congestion and pollution using the sky, while still keeping it clean and blue? Floating public lights, a skyway that regulates air traffic, camouflaged planes that keep the sky blue—concepts introduced in this scenario were the closest to the technologies already being researched at JAXA ATD. They show us how the sky could become an infrastructure that supports our daily lives. Meet Ayame, a girl from Gunma prefecture, ready to begin her college life in Osaka.

How might we make travel feel easy for people of all ages, no matter how far they need to go? While the researchers at JAXA ATD are working to improve the mobility of aircraft, like reducing air friction or increasing the engine efficiency of aircraft, this scenario explored how people could travel door-to-door through the sky with or without aircraft. A day-in-the-life of Naoto, a 72-year-old man who commutes twice a month from Tottori to Tokyo for medical checkups.

How might we leverage the sky as a resource for reusable energy and economic growth? One of the criteria of JAXA’s R&D activities is to improve the environment. While JAXA has been focusing on “protecting” the environment, this scenario focused on “creating” new environments. A day-in-the-life of Toshi, who runs a “sky-to-table” farming business.

How might we help people live with peace of mind, even during a disaster? JAXA’s disaster relief technologies have been extremely valuable in countries like Japan, which frequently suffers from natural disasters. In this scenario, we approached the problem from victims’ point of view while exploiting the potential of a network of aircrafts and other flying objects. Here's the story of Yuri, a victim of an earthquake in Tokyo who reunites with her family after evacuating to the sky.

The purpose of the project website is not to present answers, but to introduce new directions towards an exciting future. By presenting JAXA ATD’s vision through these four scenarios, the team invited people from all industries and of all ages to participate in co-creating the future.

Just like movies, cartoons, and novels from childhood stimulate the imagination, this project aims to spark new conversation and vision for a radically different, positive future.

By illustrating and communicating a more human-centered future to a wider audience, Japan’s top aeronautical technology development agency may already be changing the future of the sky for the better.

The speed and scale of change in our world are unprecedented. As more people relocate to cities, our lives are impacted by urbanization problems such as pollution, congestion, depopulation of rural areas, resource, and energy deficiencies.

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For factory operators, a smart valve is a game-changer. It gathers data on how smoothly the system is running and feeds it to an app, making it easier to troubleshoot from anywhere. And when things get overheated, it can automatically shut down the machinery, avoiding a meltdown.

Georg Fischer (GF), the Swiss-based, B2B industrial manufacturer collaborated with IDEO to design that valve, along with a system that adds value for generations of engineers to come.

And there were some surprises along the way. When the team set out to interview customers, they learned a lot about their real needs. “We showed a customer a sacrificial concept of a smart valve and asked, what do you think about this?” says Laura Barrabia, GF’s Head of Corporate Design Thinking. “The customer answered, we don’t want your valve to be smart, we want to be smart. If GF is providing a smart valve, where is my value?”

For GF Piping Systems, these insights helped shape initial prototypes and guided the direction of the design to something that would tie parts together into smart systems and more efficient industrial facilities—a competitive advantage.

Yves Serra, GF’s CEO, recognized early on that his company needed to strengthen its customer-centricity and digital capacity, so he approached IDEO to begin shifting GF’s culture from engineering-led and procedural to customer-focused, multidisciplinary, collaborative, and flexible. That kicked off a decade-long relationship that would help GF take a design-based approach.

Learn what it means to move from being technology-driven to being truly customer-centric.

To help GF identify clients’ pain points and address them with new digital offers, IDEO proposed three “lighthouse” projects, one for each of GF’s divisions: Piping Systems, Casting Solutions, and Machining Solutions. Lighthouse projects (also called “Beacons”) are proofs of concept that light the way for an organization and help it shift its way of working.

For example, GF Machining Solutions built a prototype for an application that uses real-time data to help customers identify and fix problems in the machines, laying the foundation for truly predictive maintenance. Making data streams more transparent for customers also simplified life for the GF service engineers, who keep the machines running.

Learn how Georg Fischer is moving from hardware offerings to digital solutions.

For GF Piping Systems, the design team developed the GF Digital Line, a set of products, apps, dashboards, and other services that help customers plan, install, and maintain water and chemical piping systems. GF teams went back to customers to test several prototypes and gather feedback on the Digital Line and make sure it addressed current and future needs. They also built internal capabilities to support product development, laying the groundwork for future innovation.

Lastly, IDEO helped GF Casting Solutions escape the “commodity trap” of competing with foreign automotive suppliers. To better understand the pressures car manufacturers face, the design team explored the development cycles of two car manufacturers. They learned how challenging it is to implement solutions to reduce vehicle weight—essential for cutting fuel consumption. As an expert in aluminum die casting, GF was well positioned to help manufacturers meet that challenge, not just with quality parts, but also with digital engineering to deliver cutting-edge lightweight casting solutions, which are harder to replicate.

By the end of these lighthouse projects, GF had rolled out a global design thinking training program that had touched more than 1000 employees. After the training, employees throughout the organization adopted a new way of working and became passionate ambassadors. The enthusiasm spread from the R&D department to HR to finance and many other departments.

Today, GF has permanent design thinking and digital teams to continue this work. All three divisions aim to launch the first releases of their lighthouse projects by early 2019. And with every project, GF’s business—and solutions—get smarter about how to meet the needs of a fast changing world.

IHG’s ambition is to grow in service of its guests around the world. IHG’s Atlanta-based team had identified a major opportunity for hotels in the midscale space—a market segment known for its inconsistency.

Alongside colleagues at London-based forpeople, IDEO was invited to help IHG shepherd that business opportunity into a human one, by asking how IHG might reimagine the everyday travel experience for people relying on this category of hotel. What kind of offer might resonate equally with guests and with the owner/operators who’d need to buy into a new brand and bring it to life?

IDEO began by talking to travelers to better understand their lives, values, and needs—travelers who spend one or two nights on the road a few times every year; travelers who regularly take short trips to small cities or away from city centers; and travelers who live on the road, moving from hotel to hotel. These included court stenographers, medical technicians, consultants, conference-goers, and more.

Early research insights evolved into two distinct concepts for a new hotel brand, which were built out into two full-scale physical prototypes at IHG’s design center in Atlanta. Over three weeks, IDEO and its IHG partners led potential guests and hotel owners through each model, gathering their feedback on new formats for breakfast offerings, service details, booking experiences, and overall tone.

The investment in prototyping paid off with surprising and actionable insights. Despite wide variation in occupation and income, these guests are sophisticated and self-reliant; they know what’s out there, and they know what’s reasonable to expect. In fact, many describe a syndrome IDEO dubbed “anticipation anxiety:” the sense of dread that comes from not knowing whether a lower-priced hotel is going to be clean or safe, or provide a bed that enables restful sleep. Many have so little confidence in the cleanliness of hotels in this price range that they travel with their own packs of wet wipes.

IDEO, along with the IHG team, recognized these behaviors as an unanswered cry in the market. The purpose of the new brand crystallized around extinguishing that anxiety and rewarding guests with something much better. avid hotels exceeds its competition by doubling down on quality in just a few select areas: an extraordinary mattress; rigorously high standards of cleanliness; a focused, high-quality, grab-and-go breakfast and coffee experience; and an overall tone of warmth and straightforwardness.

These guests made clear that for trips like this, they aren’t interested in bells and whistles, or communication that isn’t frank or to the point. That led to an insight that upends an industry truism: for these guests—and there are many of them—choosing a hotel is rarely only about the price of the room. avid guests can often afford to stay in a more expensive place for a honeymoon or a vacation or a trip with friends; they’ll spend more when they need more. But for functional stays of one or two nights, it just feels wasteful. It goes against their values and their principles.

IHG and IDEO heard a clear call for a sense of focus and affordability—but never at the expense of quality. Guests should be able to access a simple booking process, rooms designed for sound sleep, and a quality breakfast, all at a fair price. And hotel owners ought to be able to deliver that experience with confidence and consistency, at costs that build a compelling case for their own business.

That’s what avid hotels is designed to deliver, every single time. Early traveler reviews have been exceedingly positive and have noted specifically the unique differentiating offers avid brings to the market.

Within a year of partnering with IDEO, IHG had issued 150 avid hotels licenses to franchisees in the US, Mexico, and Canada, and announced a development deal for 15 avid hotel locations in Germany over the next five years—a scale of success that came at unprecedented speed for the industry. The collaborative, inclusive design process is now serving as a model for how to develop robust, guest-centered hospitality brands that deliver where it matters for people.

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.

Six months ago, Dawn announced she’d step down from Planned Parenthood, having successfully helped transition the organization from the leadership of long-time president, Cecile Richards. Instead of hurling herself straight into leading at another large organization, Dawn decided to dedicate a year to experimentation and discovery as expert-in-residence at IDEO.

Dawn is now working with teams across IDEO and IDEO.org to find new ways to catalyze change. In particular, she wants to uncover how best to use data and technology to improve service delivery and support movement-building. Coming to IDEO, she says, “I saw an opportunity to ask, How do we use human-centered design principles, entrepreneurship, and data and technology to transform how we are reaching people and working alongside them?”

Not one to be daunted by ambitious goals, the first official project Dawn is helping to launch is The Billion Girls CoLab—an initiative aimed at harnessing new coalitions and diverse expertise to develop innovative solutions that will support young women’s power and health worldwide. This joint effort between IDEO.org and IDEO CoLab will bring together cross-sector collaborators to think about reproductive health in new ways. Dawn sees this work as a chance to create impact at scale, but also as a means to continue empowering others to become leaders.

“I think established leaders are afraid to leave their roles and what they know,” Dawn reflected recently. “But if we're talking about diversity, equity, and inclusion, some of us who have been privileged to lead—especially as leaders of a certain age—have a real opportunity to move and make space and build up a cadre of new leaders. They need room to lead.” It can be scary, she acknowledges, “but you just have to say to yourself, ‘Well, I'm going to step off this diving board into the unknown, and what can I report back from the other side?’”

Dawn sat down with Whitney Mortimer, IDEO CMO and partner, to talk about what the other side is like, how her perspectives on creative leadership are evolving, and what she hopes to build in the near term to support a healthy, empowered generation of future leaders.

Whitney: Let’s begin with the work you’re doing with CoLab, where you’ve been deeply immersed. You’ve said that the CoLab model, which brings disparate groups and experts together to collaboratively solve problems, aligns well with your vision of how to work better on women’s health.

Dawn: We’re building a cohort that is not just people in the sexual and reproductive health field, but also others who are thinking about adolescent girls from very different perspectives and industries, including the for-profit corporations. The idea is a cohort that is domestic and global, which is something kind of new for the sexual and reproductive health ecosystem. We’re trying to catalyze a very different kind of conversation and output, researching and designing in close collaboration and asking what would it look like to build something that unlocks the power of a billion girls who are coming to adolescence around the globe over the coming decade? And what would that change for our world?

[When I was at Planned Parenthood], as much as we all tried to promote that kind of ‘fail-fast’ culture, we mostly lived in a fail-never culture, because the stakes were so high. And yet we know we’re going to have to experiment some to figure out what is going to catapult us to the next level.

Whitney: How is this approach to work different from how you were working before?

Dawn: I have to constantly remind myself, it's only been six months since I left [Planned Parenthood]. I really had to learn to live without a grenade as my metronome. Our days were so driven by constant distractions and firefights, even though I feel like we made real progress and built real things. So now [at IDEO] I’m gaining a different way to approach problems—to step back and have time to be more thoughtful. I'm more convinced than ever that this is not just a narrow fight. We now clearly have a global set of forces at play.

Whitney: You've always been clear with everybody that what got us here won't save us—we have to be looking ahead to the next thing. You're sitting on that horizon now, asking how does technology and everything we're learning about healthcare play out in a world that has such unequal access? As a creative leader, what do you need? What helps you shape something completely new, as opposed to just wanting to fall back into the matrix of an organization that already exists and will tell you what its priorities are every single minute of every day?

Dawn: Many people called me in the days after I announced and said, ‘Hey, do you want to apply for this job? Can we put you forward for that?’ They were all amazing opportunities, many in the progressive health and rights arena. It was hard to resist going to another similar operation, because of the urgency and the real difference that those organizations are making in this moment. But that urgency can get in the way of stepping back and thinking differently about how to work most effectively. [When I was at Planned Parenthood], as much as we all tried to promote that kind of ‘fail-fast’ culture, we mostly lived in a fail-never culture, because the stakes were so high. And yet we know we’re going to have to experiment some to figure out what is going to catapult us to the next level.

Whitney: Something that you do very naturally and fluidly, is you find analogous examples out in the world that makes sense inside your world. I'm wondering, as you look at scaling something new, what other kinds of methods or mindsets from the designer's toolkit are you able to tap into?

Dawn: There are just these amazing ways to step back and actually use a designer’s approach to think about how companies, organizations, movements could actually be building and thinking more about the early and upstream inputs to get the outputs we want to see later.

With a designer’s mindset, we would ask how to more thoughtfully shape the waves of cultural nurture that will carry these generations to the shores of the future.

Recently I’ve been thinking a lot about nature versus nurture. And then I jumped to this bigger idea with the folks at IDEO, thinking about the idea of cultural nurture: What larger cultural wave was I riding that I couldn't see then, but which shaped me—and not just me, but a generation of people?

For example, when I was in third grade, I started a student council because the playground rules were unfair to girls. Exactly around that same time was when Title IX passed. All of a sudden there was a mandate for equality in education—in sports in particular—for girls. I benefited from that immediately but I could not see the profound impact it would have. I would have been radically different had I not been told, “You get to play basketball. You get to run for whatever school office.”

I think about how powerful those forces are, and yet we don't respond to them and leverage them as well as we could. With a designer’s mindset, we would ask how to more thoughtfully shape the waves of cultural nurture that will carry these generations to the shores of the future.

Whitney: Can you see those moments now that are shaping the next generation?

Dawn: I'm thinking about it a lot around the climate and depletion of the planet, with younger people getting messages both of fear, and also of preciousness. We're also looking at stigma. There is a lot of exciting shame-busting going on in the culture right now, which of course is why I think there's so much pushback in our politics.

Whitney: How has your identity and orientation as a leader shifted? How does that alter your sense of your capacity and what you need in order to have the impact you want to see?

Dawn: As they say in IDEO fashion, I'm diverging before converging. What I have tried to do is not converge on a solution or direction too quickly, because by nature that would be what I’d do—solve the problem as quickly as possible. In my previous life you could not sit around and admire the problem for very long. But I’m learning to be in love with the problem for a bit longer. I’m asking, can data and technology unlock a different paradigm of care? Is it stigma or rights or both that are foundational to solving the problem of abortion access? And what is it that I’m best equipped to do and help lead people toward?

Whitney: When you were at Planned Parenthood, you were early to see the potential, say, to use VR as an engagement and empathy-building tool. What technologies are you seeing as most critical and exciting now, as you're exploring what will be the new paradigm for reproductive health and healthcare?

Dawn: Well, I know augmented intelligence is the phrase of the year, but it really does have amazing potential. For example, take the idea of personalized prescribing and apply that to contraception. We know contraception is a game-changer, a life-changer, a life-saver. But we also know that when people get hormonal contraception, some people are going to have side effects. That means they’re either not going to keep using it or they’re going to want to switch. And that’s when there is more risk of getting pregnant. Imagine if we could harness AI to look across all of the prescription data sets and provide doctors with the tools to better match individuals with the product or formulation that suits them best. What if you could, by orders of magnitude, improve the ability of women to get a prescription or method of their choice that works for them right from the get go? That’s one example of how we might use new capabilities to create impact at scale.

Whitney: With the political climate being what it is, and an election on the horizon with unknown outcomes, how do you think about the challenge of something like improving access to and adherence to contraception or of empowering a billion girls around the world, irrespective of what may happen politically in the US and elsewhere?

Dawn: The one thing I 100% believe is you can’t think of anything completely outside of politics. It's just so clear what a powerful shaping force politics and government policy are. At the same time, there is a narrowness to the political lens. And when you start to think of these other actors and other ecosystems, you realize there's a lot that is possible—there’s potential to organize, to employ tools we're not fully utilizing. Part of what I want to do now is build out the progressive toolbox so that we're able to better work over or under or around the political obstacles, even while we recognize they cannot be ignored. The CoLab model has a lot to offer in leveraging many sectors and approaches and drawing them together to power solutions.

Whitney: What is the role of brand in that scenario?

Dawn: I actually think it is very important—not to create a name or brand a product, not that kind of thing—but the idea that we could use the principles of brand to communicate the power of girls to change the world. The idea that we can impress upon people the importance of raising up generations of girls, giving them the tools and the freedom to make their mark. That, I think, is something we need to capture and tell to the world.

We have to do everything we can to connect girls and to empower them and to make room for them. We have to get over some of our false distinctions and start to help them see that there’s a kind of global sisterhood that’s powerful, and that they have the opportunity to save the planet. That’s the small task we're going to hand off to them.

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When Dawn Laguens looks back on her eight years leading brand and public strategy at Planned Parenthood Federation of America, she describes a typical work day as “catch grenade, throw grenade back, run two steps forward.” To be sure, the years from 2010-2018 were eventful for everyone, and particularly for people like Dawn, who were on the front lines of vicious political conflicts, while simultaneously doing the daily work of advocating for accessible and effective healthcare solutions for women worldwide.

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.

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