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

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

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

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

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

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

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

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

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

34M

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

70+ LMM partners

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

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

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

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

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

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

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

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

7.5%

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

7M+ organic views and 300+ organic fan videos

created on TikTok during Amarás’  launch campaign

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

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

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

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

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

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

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

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

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

2025 Gold Award for AI Product Innovation

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

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

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

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

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

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

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

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

3,000

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

80%

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

Ranked in the top 50%

of the fastest-selling products on US grocery shelves

Blockchain is a relatively new technology that will soon replace the underlying structure for a lot of the applications and services we use today, including systems for managing our finances, tracking our health, and determining how we connect, transact, and communicate with each other.

So, while it’s tempting to write off blockchains as something to leave to the coders, the potential human impact is too big to ignore. There will be user experiences, communications, and other completely new elements that will need to be carefully designed.

At IDEO CoLab, we explore the potential of emerging technologies like artificial intelligence and the Distributed Web by building prototypes in quarterly sprints. A crucial part of our mission is considering human-centered values in the process of building for the future—creating things the world actually needs, not just more technology.

Here are three reasons why designers need to start thinking about blockchain technology today:

1. It’s bigger than just cryptocurrency

Many people are familiar with cryptocurrencies like Bitcoin and Ethereum. (And for those who aren’t, here’s a quick video that explains the basics.) Blockchain is the technology that forms the underlying structure for these digital currencies, and gives them the unique qualities that make them different from conventional lucre like the US Dollar. That structure includes the ability to exchange funds directly with anybody, anywhere in the world, without the need for an intermediary like PayPal, Visa, or Citibank.

But what most people don’t understand yet is that blockchain technology is about so much more than digital coins. At its essence, a blockchain is a new type of digital ledger which records information in a publicly-verified, traceable way across a decentralized network of devices. What this means is information for, say, an app isn’t just stored on a privately-owned server somewhere—it’s stored across multiple devices that communicate with each other to verify user activity, rather than referencing one central authority, like a Wells Fargo or Google.

Blockchains offer a new way of tracking information, and their applications are broad. Not only are they expected to pervade the financial industry, they’re also being integrated into global shipping, parts tracking, digital identity, healthcare, and other systems. In fact, it’s hard to think of an industry that relies on technology that wouldn’t benefit from using a blockchain.

With a potential to reach millions—even billions!—of people, designers need to start thinking about how they can use their skills to improve the user experience for all of the products and services that will be built on top of this new infrastructure.

2. It will change how humans interact with one another

Blockchain isn’t just a technology, it’s also a state of mind. Well, okay, that might just be the Californian in me talking, but all exaggeration and hype aside, blockchains are going to have a big impact on our culture too.

We’ll come to expect new things from our relationships with other people and parties, based on how blockchains manage our digital interactions. Mirroring the open, accessible code structure, people will expect the companies they do business with are open and accessible as well.

Consumers will demand more information about the goods and services they purchase. Companies will be held to a higher standard of data security.

Trust will become perhaps the most important design element in any system.

Imagine a world where all interactions are more egalitarian, transparent, and traceable—what would that look like? How might we design for this new world view?

(Check out this talk from CoLab’s Gavin McDermott to learn more about the 10 key landmarks of the decentralized web movement.)

3. Technology needs design more than ever

Our world is changing at lightspeed. As new technologies and tools are released daily, it’s easy to get caught up in the rapid pace without stopping to think about the human impact of what we’re creating.

We have a tendency to think of code and algorithms as neutral tools, but they’re not. Technology is neither good nor bad, it's how we apply it that matters. Everything we create has a human imprint on it—our assumptions, hopes, and fears are built into the systems we design (the bias in algorithms has been getting a lot of ink lately).

That’s why, moving forward, we’re going to need a group of people that advocate for the human experience—and human rights—as we develop these technologies. Especially right now, as emerging technologies like blockchain begin to take form, it’s important for designers to have a voice in that process from the very beginning.

How do you envision the designer's role evolving alongside blockchain developers? Let us know on Twitter or Instagram #blockchaindesign

Looking for ways to get started designing for blockchains? Check out this list of quick prototyping tools for emerging technologies from IDEO CoLab.

Blockchain. You’ve heard the word. Perhaps you’ve invested in a digital currency or two. But do you really know what the technology is and why it matters? It all sounds deeply technical—and it is. But it's important to understand this new tool, as it will have a big impact on our lives—radically altering how we live, work, and play.

We were joking about how Aaron's last name is pretty similar to Furby, the interactive Gremlin look-a-like toy from the late 90s. Someone suggested it would be funny if we modified a Furby so that instead of speaking Furbish (I think that's what people call the language Furbys speak?), it would repeat phrases in Aaron's voice. At first, it was just a joke, but then I mentioned I had a couple Furbys at home I'd been meaning to hack…

What’s a Furby?

For the unfamiliar, Furby was a coveted toy when it hit the market in 1998. Seriously. More than 40 million of the hamster-esque creature were sold in its first three years of production. Kids fell in love with it because of its child-like nature and the fact that it required feeding, nurturing, and constant attention. It also only spoke Furbish out of the box, developing an English vocabulary over time as kids talked to it.

Because the Furby was one of the first widely-marketed toy robots, it also appealed to the hacking community. In the early years, there were some news stories about whether the microphone inside Furby was listening in on private conversations, but thankfully, Furby does not use the microphone to record audio. Because of the ruckus over the microphone, there is a wealth of information on the internet about how to properly deconstruct a Furby, and how the Furby's insides function.

How I did it

The first step was to take Furby apart. Unfortunately, due to Furby's realistic personality, the process of deconstructing the Furby felt more like field dressing an animal. I had to delicately skin the toy so that I would be able to resurrect it later.

Once the Furby was dissembled I put together a vice to clamp down its skeleton; it almost looked like I was torturing it until it would talk...and in a way, I kind of was. With the Furby in place, I was able to access its inner circuitry and check out its voice box. After some initial probing, I turned back to the internet again and was able to find a full schematic of Furby’s insides, which meant I no longer had to guess and check what each part was used for and how they were connected. I could also disconnect the voice box.

After some reading, I decided that the best option for triggering voice playback would be to use the motors. Furby always moves and talks at the same time, so any time the motors are working, he should be talking. If I used any of its switches (belly, mouth/tongue, gyroscope, etc.) as an audio trigger, I would miss Furby’s unprovoked audio actions, the ones it does without user input. (Sometimes the Furby will start singing or fall asleep on its own.) Those actions are triggered internally, and I didn't have the time or resources to begin understanding how a Furby's brain works.

To build the the audio playback, I used a circuit board I created a few years ago that's a variation of Adafruit's wav/ogg audio fx board. My audio playback board is very similar, but it also includes the necessary circuitry for charging a connected lithium-ion battery. With this addition (and a voltage booster), I was able to power the Furby from a rechargeable source, rather than four AA batteries.

Now that most of the individual pieces were developed, it was time to play Dr. Frankenstein and connect the parts together to give Franken-Furby life.

I used the newly vacant battery holder space to store the Furby’s new guts...err circuitry. This was an ideal location because there were already holes to run new wiring up to the Furby’s body. I added a wire to break out the motor trigger line for monitoring. I was able to monitor the motor with a basic analog comparator (LM311), and use the output to trigger audio playback. I then amplified the audio output with a class D amp, before connecting to the Furby’s speaker with two more wires.

Last, but not least, I added a few clips of Aaron speaking at various events to the audio playback board. We may or may not have have played around with loading some more inappropriate vocals (i.e. creepy laughing and other Halloween-themed sounds) first for kicks, but things got a little too creepy, so that didn’t last long.

The result

We presented the Franken-Furby to Aaron at his goodbye party, and it was a hit! Unfortunately, because it was a goodbye gift, it's no longer possible to work on that Furby anymore. But I’m game to hack more Furbys. My next goal is to create a new version, perhaps integrating all the circuitry onto a single circuit board, and hopefully dig a little deeper into understanding how Furbys operate.

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Our Chicago office has a tradition of giving silly but relevant goodbye gifts to departing colleagues. The goal is to make their exit a little more light-hearted for everyone, as well as give our erstwhile colleagues a sort of inside joke to take with them. When a friend and colleague of mine, Aaron Ferber, was leaving to pursue another passion in St. Louis, we started ginning up ideas for his send-off.

Thankfully, we have smarter tech tools than ever to help us spin through these cycles at a sprint. In a recent Quora Session hosted by IDEO U, we reached out to the entire IDEO community to ask what design research technology and other trends they're excited about. Here’s what we heard:

1. Going rogue

Influenced by Jan Chipchase and The Field Study Handbook, the “pop-up studio” model for doing design research in challenging, less-explored environments is finding success. Chipchase describes a pop-up studio as “a live/work space optimized for teams working toward a shared goal ... highly suited to international research, design, and innovation projects that require speedy immersion.” He talks more about the pop-up studio model in this Co.Design piece (and excerpt from The Field Study Handbook), “How To Do Great Design Research Anywhere On Earth.”

2. Smart sensors

Though some smart sensors are still in the early stages, looking at how sensors (from FitBits to smart moodmetric rings) can help inform our understanding of users' experiences. Projects like MIT's Dermal Abyss look into a future of smart, sensing tattoos.

3. Changes in data + privacy

With the General Data Protection Regulation (GDRP) taking effect in May 2018, design researchers in the EU and beyond will have to address changes to data privacy in a human-centered way, both in how we design our research, and in terms of how we explain it to participants. Understanding what that looks like in practice is important, so we published a little yellow book of Design Research Ethics.

4. Testing concepts in virtual + mixed reality

Augmented Reality (AR) and Virtual Reality (VR) are uniquely experiential and portable, allowing you to visualize complex ideas and measure user engagement in new ways. You can fully immerse users in an experience, get their reaction, and help them co-design (or redesign) an environment or experience on the spot using mixed reality prototypes. And now ARkits allow you to fully transplant a VR experiment with optical calibration—which allows you to retain the spatial boundaries and physics of a VR-created space anywhere on your phone. It’s pretty incredible.

5. Working alongside data science + machine learning

Most of us at IDEO predict that data science will complement and enhance a deeper understanding of qualitative research. By expanding our reach into data science, we’ll be able to understand how our designs are being used during live prototyping and piloting. Rather than relying exclusively on self-reported behaviors and stories, we’ll be able to collect actual interaction data.

But perhaps more interestingly, we’ll also be well-positioned to understand, both qualitatively and quantitatively, how a new artifact is causing a ripple in the ecosystem in which it was placed. As we strive to create disproportionate impact in the world, we’ll now have insight into what’s successful, and what’s impeding success. By introducing new areas of expertise into design research—legal design, policy design, infrastructure design, organizational design, behavioral economics, urban planning, macroeconomics, and more—we can begin to shift some of the fundamental underpinnings that can cause negative and adverse outcomes at individual, group, organizational, and societal levels.

6. Neuroscience x design research

One of our design researchers who studied cognitive neuroscience notes that there is a major connection between the brain and design—and a lot that we still don't know about that connection. This Quartz article discusses how neuroscience can help us create more effective human-centered cities. “Technology has now reached the stage where we can translate decades of neuroscience and psychological research from the lab into the city,” says neuroscientist Dr. Hugo Spiers of University College London. Now when we test prototypes, we can measure behavior, cognition, emotional reactions, physiological markers, and brain activity. Here are a couple more articles on the subject, from Forbes and The Leading Strand.

7. Digital forensics x design research

As technology becomes more ingrained in our daily lives, understanding how we live our digital lives—and the digital trail we leave as we go—will help unlock insights into new behavior.

8. Ethics in the age of artificial intelligence

Artificial Intelligence (AI) changes interaction and design in a way that's dynamic and incredibly complex. Because of its scale, adoption speed, and widespread human impact, it's important that someone raise a hand and ask the question, "Even though we can create this, should we?" Not all AI models are transparent and design researchers will increasingly become the voice in the room questioning its development. This isn't any different than what we do now, but it's more important in the age of AI.

This content originally appeared in a Quora Session hosted by IDEO on November 1, 2017. Special thanks to Ovetta Sampson, Dan Perkel, Michael Chapman, Samantha Miller, Rebecca Wint, Alana Murao, Mike Peng, Geoff Schwarten, Erin Bogar, Saige Perry, and Katie Clark for their contributions!

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Understanding the human challenge we're designing for is as much about inspiration as it is about information. Design research now happens in quick loops—gathering insights, building rapid prototypes, and getting feedback—rather than in a long and rigorous discovery phase.

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We have become accustomed to relating to these interfaces, and increasingly they are able to relate to us—taking in the world around them, talking to their users, and even inferring our emotions from how our faces change shape. I call this layer an Affective User Interface (AUI), a term borrowed from the field of Affective Computing.

Affective Computing is a field of computer science that develops technology that we might consider intelligent and emotionally aware. These new interfaces present a slew of opportunities and challenges, because as Dr. Cynthia Breazeal of the MIT Media Lab points out in her book Designing Sociable Robots, when a technology “behaves in a socially competent manner” our evolutionary hardwiring causes us to interact with it as if it were human.

And once we enter into that relationship, the personas we design for these bots affect our behavior, too. I’ve heard many people say that unassertive bots often bring out the worst in kids. When there are no social checks on rudeness—bots don’t tattle, after all—children tend to be more blunt, and can even become abusive.

That lack of assertiveness also affects adults. Reporter Leah Fessler researched how female-gendered bots respond to sexual harassment. It turns out that the assistants’ permissive personas can reinforce some disturbing stereotypes about women, and allow the user free reign to degrade them at will.

If bots can have a gender, I started to wonder whether they might also have a cultural or even racial identity. Considering the fact that these products allow us to choose between various accents, it would seem that designers have created nationalities for our bots.

I'm certainly not the first person to surface these issues. This New York Times piece by AI Now's Kate Crawford about "Artificial Intelligence’s White Guy Problem" comes to mind. And there are many people here at IDEO who are thinking through what it means to be inclusive human-centered designers as we work on Augmented Intelligence projects.

To explore this further, I decided to conduct an experiment to surface the personality of these bots by interviewing them.

The key was to ask soft questions: Where are you from? How old are you? Do you have any kids? What do you look like? Even, Tell me a story.

These interactions were not actionable queries, and thus triggered purely conversational responses that revealed the “personality” that the bots’ creators had designed.

I recorded a video interview with each voice assistant and handed these over to a number of illustrators commissioned via the social gig site Fiverr. While a few of the artists had previous exposure to the bots, I was able to source English-speaking international artists in markets where Alexa and/or Siri were not available. Countries of origin included Indonesia, Pakistan, Ukraine, Venezuela, the Philippines, and the U.S. For many of them, my videos were their first meaningful exposure.

Here are the images that came back:

Drawings representing Alexa and Siri based on video interviews I'd done by illustrators who had little to no previous exposure to the assistants.

Gender came through clearly, but I would also argue that none of the illustrations depict a person of color. Whether they were intentionally designed that way is not the issue. If users perceive the bots this way, what kind of cultural pressures are they carrying into the home?

It’s something I think about a lot as a first-generation American who has worked in and around tech throughout my career. On my father’s side, I’m the second U.S.-born family member, and on my mom’s side, I’m the first. I grew up in a diverse community, and the tapestry of cultures I experienced was simply normal, everyday life.

I was aware of code-switching pretty early on; many of my friends and family had their normal voice and their “professional” voice, and they chose which to use in different environments.

Looking back, I first learned about it when my mom gave a wedding speech.

My brother was shocked; he didn’t recognize the voice that he heard. I had to explain to him this was my mother’s work voice. Code switching isn’t inherently bad—we all do it to some degree—but if we’re to design Affective User Interfaces that are truly human-centered, then we must consider that for some, the switch requires more effort.

Inclusivity is not just an issue at the bleeding edge of tech. We’re seeing a growing body of evidence that those who speak outside of mainstream vernaculars have a harder time being properly recognized by affective systems.

This represents an accessibility challenge, but one that is resultant from a cultural rather than physical challenge. In a tech industry that is known to be monocultural, we must take steps to ensure our affective systems are not just designed to be useful to their creators, but inclusive of the full spectrum of people their products will serve.

Because ultimately what’s at stake is trust. Studies have shown that when brands lose trust, they lose customers.

As designers, it’s our job to expand the usability of our affective devices to ensure they serve the rich tapestry of people, cultures, and vernaculars they will encounter.

Beyond being good design, it’s good for business, because in our affective future the products that win will be the ones that users trust.

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Behind every interface, there's a designer. More like a team of them. And those designers have a lot to consider: What should Siri sound like? What kinds of things will people ask Alexa to do? How will users expect the Kuri robot to respond when they crack a joke?

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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