Reset filters
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.

Latest work

A leading food company’s human-centered transformation spurs rapid growth

How The J.M. Smucker Company embraced customer centricity to build a culture of innovation.

Read more
Case study
Case Studies
Strategic Futures
Creative Capabilities
Breakthrough Products
Food

Over more than a century of leadership in the food and beverage industry, The J.M Smucker Company has expanded its range of products to maintain its relevance and address market demand. Today, the company leads numerous categories, with beloved products like Jif, Milk-Bone, and Folgers, which are the top choices of millions of Americans. By growing and diversifying their brands over the decades, Smucker has successfully weathered major shifts in consumer habits and technology. Today, though, CPG companies are experiencing unprecedented disruption, and leaders at Smucker understand that the escalating pace of change will require more than just new products.

Geoff Tanner, Senior Vice President, Growth & Consumer Engagement at The J.M. Smucker Company recognized the need to identify new market opportunities and establish practices that put innovation and growth at the heart of their business. And he saw the potential to bring those goals to life through his relationship with IDEO.

WATCH: Balancing innovation and efficiency through design has helped Geoff Tanner, Senior Vice President, Growth & Consumer Engagement at The J.M. Smucker Company, brave the unfamiliar, transform organizations, and ultimately bring game-changing ideas to market faster.

Geoff has stewarded a close partnership with IDEO for over a decade and throughout roles at numerous organizations. Together, Geoff and IDEO have worked on 25 projects, beginning while Geoff was VP of Marketing at Big Heart Pet Brands, and continuing on throughout his career at The J.M. Smucker Company. By working with IDEO to adopt a design thinking approach, Geoff has enabled collaboration across teams and empowered his organizations to find new ways of working that result in measurable business impact. For The J.M. Smucker Company, the partnership has brought creativity and human-centered design to the forefront of its operations, strengthening its ability to bring new products and brands to market and create a pipeline of growth.

WATCH: The J.M. Smucker Company has shifted to embrace growth and innovation as a mindset throughout the organization to bring more consistency to the innovation process.

Looking to the past to creatively connect with the future

As an example of this, Geoff and The J.M. Smucker Company suggested to IDEO that they explore how Folgers, America’s leading at-home coffee brand, might resonate more deeply with a millennial audience. Design research revealed that the mindset of today’s millennial coffee drinkers aligned with Folgers entrepreneurial brand roots. The teams collaborated to create a new concept: a brand called 1850 and an end-to-end, go-to-market product experience, including packaging, retail, and merchandise. 1850 hit shelves in 2018 and has since been reported by IRI Advantage as the top launch in the Coffee Category for 2019.

Inspired by the heritage and history of Folgers, the 1850 brand launched as a comprehensive product experience that would resonate with a younger audience.
Frankly, I don’t think innovation gets any easier. You just get a little more comfortable with the discomfort, and that’s when the work starts to get consistently better.
Geoff Tanner, Senior Vice President, Growth & Consumer Engagement, The J.M. Smucker Company

Creating an innovation pipeline that’s inspired by consumers’ needs

With 1850 underway, Geoff and The J.M. Smucker Company continued to invest in human-centered design to drive new offerings. The next collaboration with IDEO explored how Jif, the iconic peanut butter brand, could extend beyond the jar and become more readily accessible and appealing to busy parents who want to feel confident about the snacks they give their kids.

The design team was moved by the challenges that parents face: They want the best for their kids, but struggle to choose between what’s wholesome and what’s convenient on a daily basis. The ideal foods are filling, nutritious, and energizing, but often take more time to prepare and aren’t backpack or carpool-friendly. On the other hand, more convenient options tend to be full of empty carbs. Based on this insight, IDEO and Jif decided to tackle the snack-time parenting struggle. The IDEO and Jif teams worked side-by-side to prototype multiple product ideas and formats and tested them with on-the-go families to ultimately create Power Ups.

Available at over 200 retailers worldwide and online at Amazon, Jif Power Ups make wholesome, delicious grab-and-go snacking possible for kids and parents alike, across products ranging from Soft Baked Bars to Creamy Clusters, which are filled with peanut butter and rolled in whole grain oats. All are made with peanuts as the first ingredient and contain no high fructose corn syrup. Since going to market in 2018, Jif Power Ups has been named the top innovation launch in the Snack Bars category by IRI Market Advantage.

Moved by the challenges that busy parents face, the teams created Jif Power Ups— wholesome and delicious grab-and-go snacks that are now available at over 200 retailers worldwide.
Design thinking underpins everything we do.
Geoff Tanner, Senior Vice President & Corporate Officer, Growth & Consumer Engagement, The J.M. Smucker Company

WATCH: The J.M. Smucker Company is on a transformational journey, committed to three pillars of growth: Lead in the best categories, build brands consumers love, and be everywhere.

The J.M. Smucker Company has experienced accelerated growth and speed to market by testing bold new ideas and evolving the role of innovation at the company. Design thinking and consumer empathy have permeated the organization’s new product development process, making it easier to uncover sharp, human-centered insights that lead to thoughtful and uniquely differentiated brands in a competitive, ever-shifting, and overcrowded industry. The work has fueled Geoff’s vision to inspire a culture of innovation at the company so that it can move at the speed of consumers and remain a best-in-class family of brands for future generations.

The J.M. Smucker Company
The J.M. Smucker Company
A leading food company’s human-centered transformation spurs rapid growth, The J.M. Smucker Company, food innovation, food and beverage, growth strategy, business growth, scaling innovation, business transformation, organizational transformation, culture change, human centered design, design thinking, customer centricity, food experience, food systems, future of food, innovation strategy, business innovation, design innovation, how to innovate, understanding user needs, innovation, strategy, research, prototyping, product development, new product development, transformation, leadership

Creating a fresh, modern take on the Indian culinary experience

Designing a scalable restaurant, retail, and packaging experience that highlights the diversity of regional Indian foods.

Read more
Case study
Case Studies
Strategic Futures
Breakthrough Products
Food

It’s a Thursday afternoon in Oakland, California. A line of lunchtime diners snakes out the door of dosa by DOSA. Upon entering, eaters are greeted by the smell of tangy dosa—a large paper-thin crepe made from a fermented batter of rice and lentils—and sweet, spicy chai. Turquoise chairs pop against a floor-to-ceiling mural by Oakland artist Namita Kapoor that transports diners to Chandni Chowk, one of the busiest markets in Old Delhi, as if enjoying their food at a local vendor.

In 2003, Emily and Anjan Mitra spent their honeymoon in India, savoring the street food of Anjan’s childhood in Mumbai (often still called Bombay). After returning to San Francisco, they found themselves longing for those distinctive flavors and dishes. Realizing that most Bay Area diners had never seen nor tasted these foods, Emily and Anjan founded DOSA, an upscale, full-service restaurant that introduced the Bay Area to Southern Indian cuisine. Locals came to try the unique, plant-forward dishes, and left with satisfied bellies and a broader understanding of Indian culture.

The entrepreneurs envisioned a brand extension of DOSA: a counter-service restaurant that could scale nationally. The hospitality venture, called dosa by DOSA, would offer healthful Indian street food made from local and seasonal ingredients. Emily and Anjan also set out to expand their existing product line-up—including cold lassi beverages, simmering sauces, and grab-and-go-meals—to national grocers and retailers and needed launch-ready packaging that was convenient, eye-catching, and environmentally-friendly. The new expression would enable consumers to experience dosa by DOSA and Southern India in a variety of forms and places. Emily and Anjan partnered with IDEO to establish a cohesive and consistent brand experience, from the restaurant and to-go meals to retail stores and mobile delivery.

Small but intentional design details like the central communal table and colorful decor represent the social nature of street food and vivid urban environment of Southern India.

In close partnership with the founders, their staff, Feldman Architecture and MPADA, IDEO set out to bring dosa by DOSA to life and help it scale through brand, environment, and experience design. This included creating everything from the logo and packaging to the menu and operations strategy, with each element tying back to the founders’ vision of sharing Indian heritage and traditions through cuisine.

The group began by seeking cultural inspiration for dosa by DOSA’s brand identity system—the logo, colors, values, fonts, and messaging—to guide future designs. They were inspired by Indian truck drivers who decorate their trucks with garlands, signs, or flags that engage other drivers or bring luck. The dosa by DOSA logo design and its wood-cut typeface are inspired by the dimensionality of this homespun art form, while the vibrant, eclectic colors reflect the streets and textures of urban Mumbai.

The goal of opening people’s minds to Indian cooking and culture extends to the packaging, which meets customers’ needs and playfully educates them. The food containers—made from recycled and compostable material—feature brightly patterned labels reminiscent of the trucks. Some have built-in compartments suited to multiple dipping chutneys, making it convenient to sample a variety of Indian flavors. Paper tray covers resembling Mumbai newspapers offer eating tips like “Be civilized. Eat with your hands,” encouraging diners to experience an Indian custom.

The vibrant brand comes to life across an array of packaging, including cold cups printed with the phrase “thanda thanda pani”—meaning “cold cold water”—which comes from a popular Indian parody of the Vanilla Ice song "Ice Ice Baby."

To design the diner experience and restaurant environment in a way that invites curiosity about the culture and cuisine, the team started with diners: They identified key moments in their experience like entering, waiting in line, and paying. The floor plan, furniture, lighting, signage, and menu were designed around these touchpoints. For example, while customers wait in line, they can watch dosa being prepared, as if they’re eager and hungry travelers awaiting street food.

Diners get a taste of Southern India through cocktails crafted with saffron bitters and star anise, chilled cardamom mango lassis, and dosa stuffed with butter chicken and masala potatoes.

The dosa by DOSA menu includes distinctive items like coconut kale mung bean salad and hot masala chai made with caramelized milk—the way Anjan’s mother prepared it. To help the restaurant scale, the team created a preliminary furniture, fixtures, and equipment (FF&E) budget, 3D renderings of the space, and an operations strategy for the founders and their employees.

The dosa by DOSA flagship launched in January 2018 in Oakland, California. The IDEO brand guidelines have enabled the dosa by DOSA team to independently and easily shepherd new product lines to market, including salads, wraps, curry bowls, samosas, and simmer sauces. The brand’s packaged food launched in over 200 natural food stores in 24 months—including over 100 Whole Foods locations—as well as online retailers and delivery services like Good Eggs and Caviar. These items and the restaurant have helped Emily and Anjan realize their vision of bringing the flavor and spirit of Southern Indian cuisine to new communities around the world.

DOSA
DOSA
Creating a fresh, modern take on the Indian culinary experience, restaurant experience, restaurant innovation, DOSA, food innovation, food and beverage, packaging design, product packaging, packaging innovation, retail experience, store of the future, consumer experience, food experience, food systems, future of food, innovation, strategy, entrepreneurship, retail, brand experience

Revitalizing Japan’s food industry through design and software

Redefining the “middleman” role of produce wholesalers in Japan.

Read more
Case study
Case Studies
Strategic Futures
Breakthrough Products
Food
Technology

In recent years, due to shifts in Japan’s demographics, the food industry has faced challenges such as a decrease in market size and a shrinking number of producers. As a result, social impact opportunities abound in this field.

When Japanese software company NJC (Nippon Jimuki Co. Ltd.) approached IDEO seeking to identify new business opportunities that would build on the company’s core strengths, the food and agriculture industry rose up as a promising area of focus.

NJC is a well-established software company that has spent over 50 years helping to build backend business systems for small to medium enterprises. NJC works across healthcare, retail, and food and beverage, computerizing core processes to support and improve operations.

In partnership with IDEO, NJC explored its strengths and potential as an organization, as well as the ideas and visions of the employees, and emerged with the goal of using their capabilities to address large-scale issues facing regional farmers.

During research across Japan, local growers described challenges with multi-layered supply chains and analog systems, which led to “overwork for minimal profit,” as well as a gap between supply and demand. Because agricultural wholesalers lacked clear information in advance on the status of crops or the volume to be harvested, they struggled to negotiate with buyers, which led to wasted food On the other hand, the farmers who grow the crops are engaged in manual labor, and do not always have the energy to focus on business aspects such as efficiency or the pursuit of increased profitability, which leads to a diminished interest in farming among young people.

One president of a produce wholesale business made frequent visits to farms, checking on the status of crops and estimating the shipment volume. The team identified the relationship between wholesalers and farmers, who haven’t shifted much toward computerized systems, as an opportunity.

One question that emerged through research was why agricultural producers weren’t utilizing IT. This evolved into “How can profitability be improved for all stakeholders?” and, “How might we create a system that will provide useful data without creating a burden for either farmers or agricultural wholesalers?”

The result was fudoloop.

fudoloop is an app that enables farmers and wholesalers to conduct business more profitably by bringing transparency to the fluctuating produce market. Through fudoloop, wholesalers receive information from farmers a day in advance, and can coordinate the various requests of buyers, such as order size, production location and other special requests. As a result, wholesalers can function as “community managers,” doing business with both producers and buyers at a more appropriate price point.

To test the initial concept, the fudoloop team set up a booth at a large-scale agricultural trade show. Industry participants were asked to test the system, providing effective feedback that helped streamline the focus of the project and allowing the team to identify latent markets.

NJC aims for fudoloop to be the first step in a cycle that brings value to all stakeholders, from farmers to wholesalers, retailers and even customers, by redefining the “middleman” role of produce wholesalers.

Nippon Jimuki Co. Ltd.
Nippon Jimuki Co. Ltd.
Revitalizing Japan’s food industry through design and software, Nippon Jimuki Co. Ltd, food innovation, food and beverage, technology innovation, digital products, digital transformation, digital experience, digital product design, UX design, food experience, food systems, future of food, how to design a digital product, innovation, product design, research, transformation, healthcare, retail, social impact

Designing a new digital experience for a world-renowned Japanese railway

A new, human-centered wayfinding app for one of Japan's biggest railways.

Read more
Case study
Case Studies
Strategic Futures
Breakthrough Products
Public Sector
Technology

The population of Tokyo’s metropolitan area is twice as big as New York, and the daily influx of workers from the suburbs increases that number sixfold. Congestion on trains traveling through the center of Tokyo during commuting hours is said to reach somewhere close to 200 percent of the trains’ capacity.

East Japan Railway Company (known as JR East) is the world’s largest railway company by revenue, operating 12,000 trains daily and serving 6.4 billion passengers per year.

In March 2014, JR East leveraged their extensive operations and passenger data to publish a consumer app that provided train location information, congestion status, air conditioning temperature, and wayfinding tools.

The app was downloaded more than 3.8 million times; however, its features and usability proved unsatisfactory to users. In an attempt to be comprehensive in addressing passenger needs, the app was weighed down with data and worked sluggishly. Competitors’ apps were named above JR East in customer satisfaction surveys, highlighting the company’s need to address the tool’s usability.

JR East’s Technical Division approached IDEO to help design an attractive and consistent user-centered experience through its digital ecosystem. With a team of interaction designers, they launched a project to create a new version of their app.

During the research phase, the IDEO team observed passengers’ behaviors and decision-making processes and noticed that people were using several apps at once to get more personalized and complete information.

The team created a set of paper-based prototypes to test how users would react to various functionalities. Surprisingly, users ranked versions with limited functionalities higher than those with a broad range of features.

This insight informed a new prototype that enabled a customized user experience based on traveler needs. Wayfinding proved to be the most frequently selected feature, so the new app was designed around helping passenger navigate during their trips.

Although JR East had traditionally outsourced their app development, IDEO encouraged them to organize their own internal team. In cooperation with Pivotal—a frequent IDEO partner familiar with human-centered approaches—the internal team was trained in agile development and built the new app themselves. A prototype was released in November 2017 as “Go! by Train.” It was so successful in the market that the earlier JR East app was replaced entirely with the content of the new design.

JR East's internal development team was recognized by the company for their exceptional output, and will be integral to the company's human-centered digital transformation going forward.

JR East
JR East
Designing a new digital experience for a world-renowned Japanese railway, JR East, public sector innovation, government services, civic innovation, technology innovation, digital products, digital transformation, digital experience, digital product design, UX design, human centered design, design thinking, customer centricity, how to design a digital product, innovation, user experience, product design, research, prototyping, transformation, decision making, government

An Artist’s Love Affair with Cute Patterns

Austin Salmi makes a habit of frequenting tiki bars and drawing clean patterns

Read more
Article
Articles

In one sentence, who are you?

I am an illustrator who enjoys bringing any amount of joy to people through my creations.

What do you do? How did you learn how to do it?

I create different drawings using pencil and ink. The illustrations range from patterns to caricatures, unique creatures, and other one-off ideas. I grew up sketching and doodling and it has continued. When I moved to LA, I was suddenly surrounded by an amazing cadre of artists and creators who constantly inspire me, as well as push me to keep improving myself. That is how I learned my craft and continue to learn, because I believe you never truly finish learning.

What are your 3 favorite possessions?

Miniature Back to the Future 2 hover board; Magnum P.I. Tiki Mug; a drawing of my fiancé and me, which she drew. Not in that order.

What does a typical work session look like?

I have a running list of ideas and sketches that I pull from if I don't have an art show with a specific topic that I am working towards. Usually, I'll do some Google searches on the topic at hand and pull a bunch of reference photos for perusal during the pencil drawing stage. I sketch out the drawing inside a pre-drawn area, such as 4x6 or 5x7. Art that is easy to frame is always a goal of mine, because I love framed art and it drives me mad when I see things tacked onto a wall or cork board. After finalizing the pencil drawing, I'll usually step away for a moment or two to play a video game or watch a show. I like to do something that differentiates the time between stages. Once I come back to the drawing, I pull out all the different micron pens that I think I will use for the piece. I check the nibs, and then I begin inking. I put on dramas in the background to listen to, or things I've seen a ridiculous number of times. West Wing and Parks and Recreation are two such shows.

I don't like to start inking unless I am going to finish a drawing that night. Sometimes, a piece is too large, and I have to break it up over two nights. If that happens, I make sure the pens I've used on the previous night are away from all my other pens. I do this to achieve a consistency within the lines. Once finished, I scan the piece, put it within a predetermined frame, and pack it up for a craft fair or deliver it if it's for an art show. Rinse and repeat as necessary.

How do you get over creative block?

I used to stop drawing and just stew for a bit until it finally passed, which could take a bit of time. As I've gotten older, and ever so slightly more confident in my abilities, I push through it. I just keep drawing. Yes, sometimes the drawings are awful, but as Lauren (my future wife) always says, "sometimes you just have to pass a rat."

How do you see the world in 2078?

A lazy utopia, filled with autonomous everything. Humanity will have moved past Earth and outward into the stars while robots cater to our every whim and we become fat and happy. I could be confusing my vision of the world in 2078 with the timeline in Wall-E—who doesn't yearn for the saccharine dreams of Pixar in 2017. It is tough to image the future right now because at this moment it feels as though we are hanging by a loose wire, and any minute now someone with a spray tan is going to cut the wire and tell us all how huge his ratings are, as we all fall to our collective doom. I hope we make it to 2078, if only so that I can enjoy my hover chair and 128-ounce Slurpee.

What’s number one on your bucket list?

I should say something epic like bungee jumping off of Thomas Jefferson's nose on Mount Rushmore, but honestly, I'd like to have my own artist's studio. Some place I could retreat to and tune out the world and draw silly pictures. That to me is something I want to do before I fade out of this existence.

Who are you creative crushin’ on lately?

I've had a one-sided love affair with Dustin Harbin for a long time. I own two of his original pieces and his diary comics book. The man can use an ink nib like Aaron Sorkin can turn a phrase.


I’ve been creative crushing on Austin Salmi since I saw his doodles, patterns, and adorable characters on Instagram almost two years ago. Austin’s work, learned through practice and osmosis in his job surrounded by artists, has a giggly character about it that fits his intention to hide the ugliness of the world for a moment, and make lovely order out of chaos. I got to learn a bit more about him and his process in this installment of Creative Crushes.

No items found.
an artist's love affair with cute patterns, social media, digital experience, storytelling

AI Needs an Ethical Compass. This Tool Can Help.

A new, downloadable set of cards for designing with data

Read more
Article
Articles

We had just begun work on a project exploring how we might help a medical-liability insurance company increase patient safety by learning from past incidents. As we talked, our conversation shifted away from excitedly imagining ideas for data-driven tools toward ways our work might potentially do harm.

What if our designs ended up raising premiums for doctors and, in turn, healthcare costs for patients? What if they kicked doctors off their insurance? What if doctors stopped reporting adverse events to keep their premiums from rising? There was real potential that our work could result in reduced patient safety or increased cost of care. We could inadvertently build a tool that could be used against the very people we were trying to help.

Today, data systems and algorithms can be deployed at unprecedented scale and speed—and unintended consequences will affect people with that same scale and speed. How can we always make sure we’re putting people first when designing large scale systems? Especially when those systems will change over time and evolve without direct human supervision?

The seed planted during that bar conversation has grown into a set of principles, activities, and now a set of cards that our teams—both data scientists and designers across every other discipline—use to ensure we’re intentionally designing intelligent systems in service of people.

We’re far from the first people to ponder this. We’ve been inspired by organizations like AI Now and Data + Society, books like Weapons of Math Destruction and Technically Wrong, academic communities like FATML and CXI. In particular, we’ve been eagerly following O’Reilly’s series on data ethics (and encourage you to read their free ebook, Ethics and Data Science).

To develop our own set of guiding principles, we started with people. We talked to folks all across the globe: We interviewed IDEO teams about where they found challenges. We spoke to our clients about where they saw intelligent systems go awry. We spoke to the public about where smart designs seemed to cross lines. We observed and read about AI systems that had gone off the rails and worked to understand how this might have been avoided. We learned a lot.

We came up with an original design, iterated on them, and landed on a set of four design principles and ten activities that can help guide an ethically responsible, culturally considerate, and humanistic approach to designing with data. These activities are meant to provoke thought; they’re a vehicle for introducing new ideas and stimulating conversations around ethics throughout the design process.

To start, here are our principles:

1. Data is not truth

Data is human-driven. Humans create, generate, collect, capture, and extend data. The results are often incomplete, and the process of analyzing them can be messy. Data can be biased through what is included or excluded, how it is interpreted, and how it is presented. Unpacking the human influence on data is essential to understanding how it can best serve our needs.

2. Don’t presume the desirability of AI

Just because AI can do something doesn’t mean that it should. When AI is incorporated into a design, designers should continually pay attention to whether people’s needs are changing, or an AI’s behavior is changing.

3. Respect privacy and the collective good

While there are policies and laws that shape the governance, collection, and use of data, we must hold ourselves to a higher standard than “will we get sued?” Consider design, governance of data use for new purposes, and communication of how people’s data will be used.

4. Unintended consequences of AI are opportunities for design

Just as with any design endeavor, we know that we’re not going to get it right the first time. Use unanticipated consequences and new unknowns as starting points for iteration.

To get started with the activities, you can download the cards here. We hope that these activities provoke dialogue and provide concrete tools to help our community ethically design intelligent systems.

Thank you to the larger team who helped make these cards come to life—Ben Healy, Jane Fulton Suri, Jess Freaner, Mike Stringer, Justin Massa, Connie Oh, and KP Gupta, who designed them.

A design researcher, a business designer, and a data scientist were sitting at a bar. It sounds like the setup of a joke, but the conversation was actually quite serious.

Technology
AI & Emerging Tech
ai needs an ethical compass this tool can help, technology, digital innovation, ai, emerging technology, artificial intelligence, ai strategy, user research, research, design tools, design methods

No Beards Allowed: Exploring Bias in Facial Recognition AI

How a creative code experiment helped people understand the pros and cons of artificial intelligence

Read more
Article
Articles

As a user experience and interaction designer with a hybrid art and tech background, I’ve long been a fan of the concept of using art and design as a Trojan horse to make tricky concepts accessible. Through intrigue, curiosity, and play, these experiences can bypass our biases and open the door to understanding, without requiring deep comprehension. If you’ve ever visited a children’s science museum and watched kids excitedly engaging with subjects that would bore them to tears in book form, then you’ve seen the power of experience and play at work.

Meet ERNEST

That’s why my colleagues and I created ERNEST, an installation that gives the viewer the job of training a rudimentary artificial intelligence. Using facial and emotional recognition tech, ERNEST shows the user imagery and tries to see how happy it makes them. Our goal for this project was to engage users in a game-like experience to help them understand how machine learning models are trained, and subtly hint at the areas where bias could creep in.

Fellow IDEOer Matt Visco and I wanted to make sure ERNEST didn’t look like a modern computer—we designed it to look vintage. With its old hardware and nostalgic graphics, ERNEST doesn’t feel smart on the surface. Its look is meant to evoke a time when computers carried the promise of a utopian future, prior to mass connectivity and the ubiquitous collection of personal data.

The full installation uses five monitors, two computers, and three Raspberry Pis, which power several video loops that reveal the training data behind ERNEST, and give passersby a sense of the experience even if they don’t engage directly with it.

How it Works

ERNEST uses computer vision to perceive the user ambiently through facial recognition, allowing it to detect when a user is looking at it and how far away they are. When a user gets close enough, ERNEST comes alive and asks the user to help it learn. It then shows the viewer images intended to make the user happy, and gauges their emotional reaction based on their facial expression using a pre-trained model. The facial tracking and emotional data is displayed to the viewer in real time, encouraging users to make faces at ERNEST. Viewers can then validate the accuracy of the model to help ERNEST know if it was correct or not.

(Sound complicated? The video below might make it clearer.)

We installed ERNEST in IDEO San Francisco’s lobby for a couple of months, and also brought it to the San Francisco Art Institute Fort Mason Gallery for the CODAME Intersections exhibition in November 2018.

The Results

Many participants loved to challenge ERNEST, often emoting in varying ways through numerous loops of the game. Once, a group of participants spent nearly 20 minutes playing with ERNEST, takings turns to compare how it perceived each person.

When viewers interact and play with ERNEST, we’re helping them see that machines can have almost human-like perception, reacting differently to different faces, and sometimes being uncannily accurate...or completely wrong. The wrong guesses were in many cases more interesting, and were in fact a very intentional part of the design. We wanted users to see that artificial intelligence is sometimes not as intelligent as we might think.

ERNEST is meant to be a game, but what happens when real-world AI makes the wrong guesses? Or what if those wrong guesses are uneven, indicating an unintentional bias, such as working well for some faces but not others?

IDEOer Ian G., who with his trademark beard, glasses, and cap was almost never properly recognized by ERNEST

We wanted people to realize that designing systems that can ambiently perceive humans without direct input is rife with ethical concerns. And already, systems like these are being deployed at scale. The Guardian predicts emotionally-aware tech is already a $20B industry. Even something seemingly benign like ERNEST causes us to wonder—if an AI is trying to make the viewer happy, who determines what “happy” is? What if bad actors train Ernest to think that disturbing content is “happy?” What if the technology is repurposed to provoke anxiety or anger? What happens if we deploy technology like ERNEST widely?

Of course, ERNEST only scratches the surface of these big ethical questions, but we hope that it helps give people insight into how artificial intelligence thinks, and the ways its thinking can be flawed. The more that we as a society can start to understand these systems, the better we can judge their quality, and work to design them to be in line with our shared human values.

Artificial intelligence and machine learning are among the hottest topics of the tech world, but some of us at the frontier forget that many people feel intimidated—or even afraid of—these technologies. The pop-culture trope of machine intelligence gone rogue has been a part of our cultural psyche for a good 150 years. Think 2001: A Space Odyssey’s HAL 9000, The Terminator’s Skynet, and The Matrix’s... Matrix. Combine that fear with arcane tech-speak like “recurrent neural network” and “generative adversarial network,” and in addition to feeling emotionally intimidating, AI and ML can also feel incomprehensible.

Technology
AI & Emerging Tech
no beards allowed exploring bias in facial recognition ai, no beards allowed, exploring bias in facial recognition ai, technology, digital innovation, ai, emerging technology, artificial intelligence, ai strategy, experimentation, testing new ideas, learning, coding

How to Make Hard Feedback Pay Off

It's not easy to have your work ripped apart, but it's essential to the creative process. Here's how to make it less hard.

Read more
Article
Articles

Feedback is a tricky thing. There’s always going to be differing opinions of right and wrong, and even if it’s explained to you in a calm, clear voice, it can sting like nothing else. But getting feedback on your work is the only way you'll grow. It forces you to rationalize your thinking and creative decision-making, and teaches you to swallow your pride.

I learned the hard way: A few years ago, I designed my first typeface called Emotiv. It was a concept for a messaging app that would help people express their emotions through language (instead of emojis).

Eager to get my work out there, I decided to send a sample to a very well-respected typographer whose work I greatly admired. Given this individual’s reputation (and my lack of experience) I was reluctant to share at first, but with encouragement from friends, I sent it along with an explanation of how it came to be, not really expecting a response.

A few days passed, and much to my surprise, an incredibly lengthy reply fell into my inbox and hit me like a ton of bricks. It was the toughest feedback I’d ever received. Alignment issues, inconsistencies, readability problems, the email went on and on. It felt like my career was ending before it even had a chance to begin. We designers consider our creations extensions of ourselves—meaning that we take the pain of feedback personally.

While I can't offer up permanent thick skin, I have come up with 4 mindset shifts that will help you get—and give—negative feedback in a constructive way:

1. Introduce constraints

The least helpful feedback goes something like, “Hmmm, I’m not sure I like this.” We all have personal tastes, but there is no build-off point from that—no way to develop and improve. Instead, ask the person giving you feedback to be constructive, give their rationale, and ask as many questions as they’d like, rather than give you a gut reaction.

2. Tag team

Rather than putting yourself on the receiving end, get involved in the process. Imagine that the work being critiqued isn’t yours and offer your own thoughts. That will help you stay focused on the work itself. Plus, by making the feedback process more of a collaborative effort, you can understand the work from new angles to make it better together.

3. Be Spock

Do your best to take your emotions out of the equation. Instead of hanging on every negative word, look for unbiased points that will help you better define and execute the work. Even if the person giving you feedback is using words like “I like...”, or “I don’t like…”, those words aren’t aimed at you—they’re aimed at uncovering the fundamental thinking or execution behind the work.

4. Don’t ask for the answer

When the feedback process unearths a problem with your work, it’s tempting to simply ask for a clear solution to the problem. But that won’t push you to go further and explore other possibilities. Solving the problem yourself gives you another opportunity to learn and grow your skills.

Looking back, I now see now that the typographer who crushed me was actually providing a great service. (Honestly, you could tell someone they are terrible at something in considerably fewer words.)

I’d made the same mistake my fellow design student had made in that first class—I reacted as if it was a personal attack on me as a designer. But that feedback prodded me to become much more critical about my own work, studying details that others might not notice, with an eye toward readability and alignment.

Getting negative feedback can hurt. You pour your time and effort into creating something, and with the swiftest of comments, it gets cut down. But receiving it not only makes your work better, it makes you better... especially at giving feedback.

Nothing prepares you for the reality of receiving negative feedback. In one of my first design classes, I watched in horror as a fellow student had his work ripped in two for the first time in front of all of us. Shortly afterwards, he quit the course.

No items found.
how to make hard feedback pay off, creativity, education, learning, feedback, creative feedback, team collaboration

Lindsey Turner

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

Read more
Leader
Leaders

I help organizations cut through complexity by shaping how they show up, through brand strategy, identity, and storytelling.

Working at the intersection of brand and business, I bring an editorial eye and a bias toward making—turning ideas into tangible experiences that people can understand, trust, and believe in.

My work spans government, healthcare, financial services, media, and consumer goods, from launching Gen Z-focused ventures to building innovation labs and reimagining legacy brands. I relish moments of ambiguity and enjoy translating across teams, perspectives, and priorities to move ideas forward.

I started my career in editorial and digital design, shaping cross-platform experiences and identity systems in publishing and agency environments. That foundation still shapes how I work today: I’m detail-oriented, collaborative, and overreliant on the Oxford comma. I hold a BFA in Visual Communication from the School of the Art Institute of Chicago.

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

Rachel Young

My work helps organizations see who their products aren't working for—and build the will and the tools to do something about it

Read more
Leader
Leaders
For 25 years, I've asked the same question: Who does this design exclude—and what are we going to do about it?

My work spans human-centered strategy, inclusive design, and qualitative research, with clients ranging from Microsoft, Google, and Verizon to the National Science Foundation, and San Francisco Unified School District.

Before IDEO, I taught elementary school in East Palo Alto and spent a decade doing design work with social service organizations—where I learned firsthand what it costs people when systems are built without them in mind.

I am currently writing User Error, a nonfiction book about digital access and the design decisions behind it. I live in Oakland, California.

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

Brian Pelsoh

I lead with craft, ensuring our work is creatively excellent: rooted in deep human insight and imagination, while also grounded in the realities of business and technology.

Read more
Leader
Leaders

My expertise spans brand, communication, and product design across tech, education, the arts, and social impact.

I believe great work demands both high-level vision and obsessive attention to detail, and only happens through collaboration.

I bring an inclusive, hands-on approach and a deep understanding of business, which enables me to consistently deliver excellence while always asking why.

Before joining IDEO, I worked at the brand firms Pentagram and VSA Partners. I began my career as a designer, leading teams at the School of the Art Institute of Chicago and the Milwaukee Art Museum. I hold an MFA in graphic design from Maryland Institute College of Art and a BFA in communication design from the Milwaukee Institute of Art & Design, and have taught at some of the best design schools in the US.

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

Tony Wong

I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth.

Read more
Leader
Leaders

I am responsible for IDEO’s long-term success in China and working with clients to use design as a tool to enable growth. Specifically, I have helped Chinese companies design holistic brand solutions through the development of their products, communication, services, and innovation teams, and I have helped multinationals expand their presence and influence in China.

I advise global leaders on developing China-led innovation and capabilities.

In over 15 years in IDEO Shanghai, I have worked on projects that use design to elevate the quality of the experience of healthcare products and services, streamline processes that increase productivity, create spaces and programs that promote and enable inclusive communities, and build next generation mobility solutions that are planet-positive.

Before joining IDEO, I worked at Philips Electronics and the Electrolux Group in Italy, the Netherlands, and Singapore on a number of breakthrough commercial products. I am a member of the Young President Organization in Shanghai.

I have a thing for antique maps.
Developing China-led innovation and capabilities'
Consumer Products & Retail
Food
Learning & Work
Industrial & Manufacturing
Episode image

Building a personal AI for the messiness of life: Sida Li

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

Listen
Podcast
Podcasts

Most AI products today are built for work—a space with clear problems and established systems. One founder noticed a gap: personal life is messier, harder to systematize, and mostly left behind by the AI boom. So she built Cue, a personal AI that lives inside iMessage and group chats, to go where the other tools haven't.

In this episode, Becca Carroll, IDEO's Chief Strategy Officer, talks with Sida Li, co-founder and CEO of Shared Context Lab, about staying anchored to a human need while the technology around her keeps changing shape, why she treats her business model with the same rigor she'd bring to a product, and what it feels like to build a company at this particular, disorienting moment in AI.

The conversation also gets into how Sida makes design decisions: the language Cue uses to describe itself, the tradeoffs behind building inside iMessage instead of a new app, and a real story about a business idea that didn’t pan out.

This is the second in a two-part series profiling founders from IDEO's Startups-in-Residence program. The first conversation is with Johannes Seemann, founder of Sooner, on designing GenAI for the emotional side of money.

Health
AI & Emerging Tech
Technology
Learning & Work
Episode image

Designing GenAI for the emotional side of money: Johannes Seemann

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

Listen
Podcast
Podcasts

Most personal financial tools are built to run the numbers and optimize towards a budget. While that works for some, most people experience money as a lived relationship that does not neatly fit into a spreadsheet. Johannes Seemann and Becca Carroll discuss why money is emotional before it is mathematical, and what a human-centered approach to building a generative AI financial product looks like in practice.

Health
AI & Emerging Tech
Technology
Financial Services
Learning & Work
Episode image

The curious leader's edge in uncertainty: Scott Shigeoka

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

Listen
Podcast
Podcasts

Mina Seetharaman talks with Scott Shigeoka, author of Seek and Head of Curiosity Cultivation at the Eames Institute, about what distinguishes genuinely curious leadership from performative curiosity, how power dynamics shape curiosity, and why practicing curiosity can restore energy rather than drain it.

Learning & Work
Episode image

How constraints make us more creative: David Epstein

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

Listen
Podcast
Podcasts

Mina Seetharaman talks with David Epstein, author of Inside the Box and Range, about why total freedom often produces average work, how leaders can design useful limits on purpose, and what organizations such as General Magic and Pixar reveal about the relationship between boundaries and creativity.

Learning & Work
Nothing’s coming to mind.

Looks like you might be in search of something very specific?

Feel free to drop us a note and we’ll happily help you find what you’re looking for.

Or reset the filters above and try another angle.

If you’d rather just chat than scroll through our site, we’d love to hear from you.

Feel free to include any details or anecdotes about what brought you here today, it will help make sure we get you connected to the best person right away.