September 3, 2024
โ€”
3 min

The value of risk mitigation in UX research: how to quantify prevention

In the fast-paced world of product development, risk is an ever-present factor. From potential user dissatisfaction to costly redesigns, the stakes are high. User Experience Research (UXR) plays a crucial role in identifying and mitigating these risks, but quantifying its preventive value can be challenging. Let's explore how UXR contributes to risk mitigation and how we can measure its impact.

โ€

Understanding risk in product development ๐Ÿ˜ฌ

โ€

Product development is an exciting yet challenging journey that requires careful navigation of inherent risks. Teams invest significant time and resources into creating solutions they hope will resonate with users, but this process is far from a guaranteed success. When embarking on a new product venture, teams are essentially making an educated guess about what users want and need. This inherent uncertainty brings several considerations, including substantial time investments, allocation of financial and human resources, and the need to adapt to constantly evolving user preferences and competitive landscapes.

โ€

The challenge lies in aligning all these elements to create a successful product. Getting it wrong can have significant consequences that extend beyond mere disappointment. Wasted development efforts can result in resources being spent on features or products that don't meet market needs. There's also the potential for negative impact on brand perception if a product misses the mark, potentially affecting how customers view the company as a whole. Furthermore, missed opportunities in the fast-paced world of product development can allow competitors to gain an advantage, affecting a company's market position.

โ€

However, there's a powerful tool that can help mitigate these risks: user research. As one industry leader noted in our research, "In periods of change, those who maintain a deep connection with their customers' evolving needs are best positioned to adapt and thrive." This insight highlights a crucial strategy for navigating the uncertain waters of product development.

โ€

By prioritizing user research, teams can gain valuable insights that guide their decision-making process. This approach allows them to identify genuine user needs and pain points, potentially uncovering issues that might have been overlooked. It also provides an opportunity to spot potential problems early in the development process, when changes are less costly and easier to implement. Moreover, deep user understanding can uncover opportunities for innovation and differentiation that might not be apparent without this research.

โ€

While user research doesn't eliminate all risks associated with product development, it provides a compass that can guide teams through the process with greater confidence. In the dynamic world of product creation, the biggest risk often comes from operating without these user insights. By integrating user research into the development process, teams can navigate uncertainties more effectively and increase their odds of creating products that truly resonate with their target audience.

โ€

Successful product development is ultimately about finding the right balance between innovation, user needs, and calculated risk-taking. It's a complex dance of creativity, market understanding, and strategic decision-making. By maintaining a strong connection to user needs and preferences throughout the development process, teams can mitigate risks and increase their chances of success. This user-centric approach not only helps in creating products that meet market demands but also positions companies to adapt and thrive in periods of change and uncertainty.

โ€

UXR's role in identifying and mitigating risks ๐Ÿ”Ž

โ€

User experience research plays a crucial role in identifying and mitigating risks throughout the product development process. Acting as an early warning system, UX research helps teams pinpoint potential issues before they evolve into costly problems. This proactive approach allows organizations to make informed decisions and adjustments early in the development cycle, potentially saving significant time and resources.

โ€

By engaging with users throughout the development process, researchers gain invaluable insights that can shape the direction of a product. These interactions enable teams to validate product concepts and designs, ensuring that the final output aligns with user expectations and needs. Through various research methodologies, UX researchers can identify usability issues and pain points that might otherwise go unnoticed until after launch. This early detection allows for timely refinements, resulting in a more polished and user-friendly final product.

โ€

Our survey findings underscore the value of integrating UX research into the product development process. Organizations that have fully embedded UXR into their workflows demonstrate a superior ability to navigate uncertainties and make user-centered decisions. This integration allows for a more agile and responsive approach to product development, where user feedback and insights directly inform strategic choices.

โ€

Download the report

โ€

Methodologies for quantifying prevented issues ๐Ÿงฎ

โ€

In the space of user experience research, one of the most significant yet often overlooked benefits is its ability to prevent issues before they arise. This preemptive approach can save organizations substantial time, resources, and potential reputational damage. However, quantifying the value of something that didn't happen presents a unique challenge. How do you measure the impact of problems avoided? This question has led to the development of various methodologies aimed at quantifying the value of UX research in issue prevention.

โ€

  1. Issue tracking: Keep a detailed log of potential issues identified through research. Categorize them by severity and potential impact.

โ€

  1. Cost estimation: Work with product and engineering teams to estimate the cost of addressing issues at different stages of development. Compare this to the cost of conducting research.

โ€

  1. A/B Testing: Use controlled experiments to compare the performance of research-informed designs against alternatives.

โ€

  1. Predictive modeling: Develop models that estimate the potential impact of issues on key metrics like user retention or conversion rates.

โ€

  1. Historical comparison: Analyze past projects where research was not conducted and compare their outcomes to research-informed projects.

โ€

One effective approach is to use a research ROI calculator that estimates potential cost savings and revenue increases associated with research-driven improvements. This provides a clear financial justification for UXR investments.

โ€

Communicating preventive value to stakeholders ๐Ÿ“ข

โ€

To effectively communicate the value of risk mitigation through UXR, consider these strategies:

โ€

  1. Speak the language of business: Frame research findings in terms of business outcomes, such as potential cost savings, revenue impact, or risk reduction.

โ€

  1. Use visualizations: Create compelling visual representations of prevented issues and their potential impact.

โ€

  1. Share success stories: Highlight case studies where research prevented significant issues or led to successful outcomes.

โ€

  1. Involve stakeholders: Engage key decision-makers in the research process to build understanding and buy-in.

โ€

  1. Provide ongoing updates: Regularly communicate how research insights are influencing decisions and mitigating risks throughout the development process.

โ€

Remember, as one research manager in our study observed, "When I hear that a company is downsizing, I immediately wonder how it will affect their research capabilities."

โ€

This highlights the importance of consistently demonstrating the value of UXR in risk mitigation.

โ€

By quantifying and communicating the preventive value of UX research, we can shift the perception of UXR from a cost center to a critical investment in risk mitigation and product success. As the field continues to evolve, developing robust methodologies for measuring this preventive value will be key to securing resources and support for UXR initiatives.

โ€

Ultimately, the goal is to create a culture where user research is seen as an essential safeguard against costly mistakes and a driver of informed, user-centered decision-making. By doing so, organizations can navigate the uncertainties of product development with greater confidence and success.

โ€

DOWNLOAD THE FULL REPORT

โ€

Maximize your risk mitigation efforts with Optimal ๐Ÿ‘ฉ๐Ÿป๐Ÿš’

โ€

Ready to elevate your UX research and risk mitigation strategies? Optimal Workshop's comprehensive platform offers powerful tools to streamline your research process, from participant recruitment to data analysis. Our suite of user-friendly solutions enables you to conduct more efficient studies, uncover deeper insights, and effectively communicate the preventive value of your research to stakeholders.ย 

โ€

With Optimal, you can quantify your risk mitigation efforts more accurately and demonstrate the ROI of UXR with greater clarity. Don't let potential risks threaten your product's success.ย 

โ€

Try Optimal Workshop today and transform your approach to UX research and risk prevention.ย 

โ€

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1 min read

Democratizing UX research: empowering cross-functional teams

In today's fast-paced product development landscape, the ability to quickly gather and act on user insights is more critical than ever. While dedicated UX researchers play a crucial role, there's a growing trend towards democratizing UX research โ€“ empowering team members across various functions to contribute to and benefit from user insights. Let's explore how this approach can transform your organization's approach to user-centered design.

โ€

Benefits of a democratized UXR approach ๐Ÿ™Œ

โ€

Democratizing UX research is a transformative approach that empowers organizations to unlock the full potential of user insights. By breaking down traditional barriers and involving a broader range of team members in the research process, companies can foster a culture of user-centricity, accelerate decision-making, and drive innovation. This inclusive strategy not only enhances the depth and breadth of user understanding but also aligns diverse perspectives to create more impactful, user-friendly products and services. Here are a few of the benefits of this movement:

โ€

Increased research velocity ๐ŸŽ๏ธ

โ€

By enabling more team members to conduct basic research, organizations can gather insights more frequently and rapidly. This means that instead of waiting for dedicated UX researchers to be available, product managers, designers, or marketers can quickly run simple surveys or usability tests. For example, a product manager could use a user-friendly tool to get quick feedback on a new feature idea, allowing the team to iterate faster. This increased velocity helps organizations stay agile and responsive to user needs in a fast-paced market.

โ€

Broader perspective ๐Ÿ‘๏ธ

โ€

Cross-functional participation brings diverse viewpoints to research, potentially uncovering insights that might be missed by specialized researchers alone. A developer might ask questions from a technical feasibility standpoint, while a marketer might focus on brand perception. This diversity in approach can lead to richer, more comprehensive insights. For instance, during a user interview, a sales team member might pick up on specific pain points related to competitor products that a UX researcher might not have thought to explore.

โ€

Enhanced user-centricity ๐Ÿ”ฅ

โ€

When more team members engage directly with users, it fosters a culture of user-centricity across the organization. This direct exposure to user feedback and behaviors helps all team members develop empathy for the user. As a result, user needs and preferences become a central consideration in all decision-making processes, not just in UX design. For example, seeing users struggle with a feature firsthand might motivate a developer to champion user-friendly improvements in future sprints.

โ€

Improved research adoption ๐Ÿš€

โ€

Team members who participate in research are more likely to understand and act on the insights generated. When people are involved in gathering data, they have a deeper understanding of the context and nuances of the findings. This personal investment leads to greater buy-in and increases the likelihood that research insights will be applied in practical ways. For instance, a product manager who conducts user interviews is more likely to prioritize features based on actual user needs rather than assumptions.

โ€

Resource optimization โš™๏ธ

โ€

Democratization allows dedicated researchers to focus on more complex, high-value research initiatives. By offloading simpler research tasks to other team members, professional UX researchers can dedicate their expertise to more challenging projects, such as longitudinal studies, complex usability evaluations, or strategic research initiatives. This optimization ensures that specialized skills are applied where they can have the most significant impact.

โ€

Our survey revealed that organizations with a more democratized approach to UXR tend to have higher levels of research maturity and integration into product development processes. This correlation suggests that democratization not only increases the quantity of research conducted but also enhances its quality and impact. Organizations that empower cross-functional teams to participate in UXR often develop more sophisticated research practices over time.

โ€

For example, these organizations might:

โ€

  • Have better-defined research processes and guidelines
  • Integrate user insights more consistently into decision-making at all levels
  • Develop more advanced metrics for measuring the impact of UXR
  • Foster a culture where challenging assumptions with user data is the norm
  • Create more opportunities for collaboration between different departments around user insights

โ€

By democratizing UXR, organizations can create a virtuous cycle where increased participation leads to better research practices, which in turn drives more value from UXR activities. This approach helps to embed user-centricity deeply into the organizational culture, leading to better products and services that truly meet user needs.

โ€

Strategies for upskilling people who do research (PWDRs) ๐ŸŽฏ

โ€

To successfully democratize UXR, it's crucial to provide proper training and support:

โ€

1. UXR basics workshops ๐Ÿงฐ

Offer regular training sessions on fundamental research methods and best practices. These workshops should cover a range of topics, including:

โ€

  • Introduction to user research methodologies (e.g., interviews, surveys, usability testing)
  • Basics of research design and planning
  • Participant recruitment strategies
  • Data analysis techniques
  • Ethical considerations in user research

โ€

For example, a monthly "UXR 101" workshop could be organized, where different aspects of UX research are covered in depth. These sessions could be led by experienced researchers and include practical exercises to reinforce learning.

โ€

Check out our 101 Guides

โ€

2. Mentorship programs ๐ŸŽ“

โ€

Pair non-researchers with experienced UX researchers for guidance and support. This one-on-one relationship allows for personalized learning and hands-on guidance.ย 

โ€

Mentors can:

  • Provide feedback on research plans
  • Offer advice on challenging research scenarios
  • Share best practices and personal experiences
  • Help mentees navigate the complexities of user research in their specific organizational context

โ€

A formal mentorship program could be established with clear goals, regular check-ins, and a defined duration (e.g., 6 months), after which mentees could become mentors themselves, scaling the program.

โ€

3. Research playbooks ๐Ÿ“–

โ€

Develop standardized templates and guidelines for common research activities. These playbooks serve as go-to resources for non-researchers, ensuring consistency and quality across studies.ย 

โ€

They might include:

โ€

  • Step-by-step guides for different research methods
  • Templates for research plans, screeners, and report structures
  • Best practices for participant interaction
  • Guidelines for data privacy and ethical considerations
  • Tips for presenting and socializing research findings

โ€

For instance, a "Usability Testing Playbook" could walk a product manager through the entire process of planning, conducting, and reporting on a usability test.

โ€

Check out Optimal Playbooks

โ€

4. Collaborative research ๐Ÿง 

โ€

Involve non-researchers in studies led by experienced UX professionals to provide hands-on learning opportunities.

โ€

This approach allows non-researchers to:

โ€

  • Observe best practices in action
  • Contribute to real research projects
  • Understand the nuances and challenges of UX research
  • Build confidence in their research skills under expert guidance

โ€

For example, a designer could assist in a series of user interviews, gradually taking on more responsibility with each session under the researcher's supervision.

โ€

5. Continuous learning resources ๐Ÿ“š

โ€

Provide access to online courses, webinars, and industry events to foster ongoing skill development. This could include:

โ€

  • Subscriptions to UX research platforms and tools
  • Access to online course libraries (e.g., Coursera, LinkedIn Learning)
  • Budget for attending UX conferences and workshops
  • Internal knowledge sharing sessions where team members present on recent learnings or projects

โ€

An internal UX research resource hub could be created, curating relevant articles, videos, and courses for easy access by team members.

โ€

As one UX leader in our study noted, "It's been exciting to see [UXR] evolve as a discipline and see where it is today, and to see the various backgrounds and research specialisms that [user] researchers have today is not something I'd have expected."

โ€

This quote highlights the dynamic nature of UX research and the diversity it now encompasses. The field has evolved to welcome practitioners from various backgrounds, each bringing unique perspectives and skills. This diversity enriches the discipline and makes it more adaptable to different organizational contexts.

โ€

For example:

โ€

  • A former teacher might excel at educational research for EdTech products
  • A psychologist could bring deep insights into user behavior and motivation
  • A data scientist might introduce advanced analytical techniques to UX research

โ€

By embracing this diversity and providing comprehensive support for skill development, organizations can create a rich ecosystem of UX research capabilities. This not only democratizes the practice but also elevates its overall quality and impact.

โ€

The key to successful democratization lies in balancing accessibility with rigor. While making UX research more widely practiced, it's crucial to maintain high standards and ethical practices. The strategies outlined above help achieve this balance by providing structure, guidance, and ongoing support to those new to UX research, while leveraging the expertise of experienced researchers to ensure quality and depth in the organization's overall research efforts.

โ€

Tools and platforms enabling broader participation ๐Ÿ› ๏ธ

โ€

The democratization of UXR has been greatly facilitated by comprehensive, user-friendly research platforms like Optimal Workshop. Our all-in-one solution offers a suite of tools designed to empower both seasoned researchers and non-researchers alike:

โ€

Surveys ๐Ÿ“‹

โ€

Our intuitive survey creation tool allows anyone in your organization to quickly design and distribute surveys. With customizable templates and an easy-to-use interface, gathering user feedback has never been simpler.

โ€

Tree Testing and Card Sorting โžคโžคโžค

โ€

These powerful tools simplify the process of conducting information architecture and card sorting studies. Non-researchers can easily set up and run tests to validate navigation structures and content organization.

โ€

Qualitative Insights ๐Ÿ’ฅ

โ€

Our powerful qualitative analysis tool enables team members across your organization to efficiently analyze and synthesize user interview data. With its user-friendly interface, our Qualitative Insights tool makes deriving meaningful insights from qualitative research accessible to researchers and non-researchers alike.

โ€

First-click Testing ๐Ÿ‘†๐Ÿป

This easy-to-use first-click testing tool empowers anyone in your team to quickly set up and run tests to evaluate the effectiveness of their designs. First-click Testing simplifies the process of gathering initial user impressions, allowing for rapid iteration and improvement of user interfaces.

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These tools, integrated into a single, user-friendly platform, make it possible for non-researchers to conduct basic studies and contribute to the overall research effort without extensive training. The intuitive design of the Optimal Workshop UXR and insights platform ensures that team members across different functions can easily engage in user research activities, from planning and execution to analysis and sharing of insights.

โ€

By providing a comprehensive, accessible platform, Optimal Workshop plays a crucial role in democratizing UX research, enabling organizations to build a more user-centric culture and make data-driven decisions at all levels.

โ€

Balancing democratization with expertise โš–๏ธ

โ€

While democratizing UXR offers numerous benefits, it's crucial to strike a balance with professional expertise. This balance involves establishing quality control measures, reserving complex research initiatives for trained professionals, maintaining strategic oversight by experienced researchers, providing clear guidelines on research ethics and data privacy, and leveraging dedicated researchers' expertise for insight synthesis.ย 

โ€

Our survey revealed that organizations successfully balancing democratization with expertise tend to see the highest impact from their UXR efforts. The goal of democratization is not to replace dedicated researchers but to expand the organization's capacity for generating user insights. By empowering cross-functional teams to participate in UXR, companies can foster a more user-centric culture, increase the velocity of insight generation, and ultimately create products that better meet user needs.ย 

โ€

As we look to the future, the trend towards democratization is likely to continue, and organizations that can effectively balance broad participation with professional expertise will be best positioned to thrive in an increasingly user-centric business landscape.

โ€

Ready to democratize your UX research? Optimal Workshop's platform empowers your entire team to contribute to user insights while maintaining professional quality. Our intuitive tools accelerate research velocity and foster a user-centric culture.ย 

โ€

Start your free trial today and transform your UXR practice.ย 

โ€

Learn more
1 min read

The value of risk mitigation in UX research: how to quantify prevention

In the fast-paced world of product development, risk is an ever-present factor. From potential user dissatisfaction to costly redesigns, the stakes are high. User Experience Research (UXR) plays a crucial role in identifying and mitigating these risks, but quantifying its preventive value can be challenging. Let's explore how UXR contributes to risk mitigation and how we can measure its impact.

โ€

Understanding risk in product development ๐Ÿ˜ฌ

โ€

Product development is an exciting yet challenging journey that requires careful navigation of inherent risks. Teams invest significant time and resources into creating solutions they hope will resonate with users, but this process is far from a guaranteed success. When embarking on a new product venture, teams are essentially making an educated guess about what users want and need. This inherent uncertainty brings several considerations, including substantial time investments, allocation of financial and human resources, and the need to adapt to constantly evolving user preferences and competitive landscapes.

โ€

The challenge lies in aligning all these elements to create a successful product. Getting it wrong can have significant consequences that extend beyond mere disappointment. Wasted development efforts can result in resources being spent on features or products that don't meet market needs. There's also the potential for negative impact on brand perception if a product misses the mark, potentially affecting how customers view the company as a whole. Furthermore, missed opportunities in the fast-paced world of product development can allow competitors to gain an advantage, affecting a company's market position.

โ€

However, there's a powerful tool that can help mitigate these risks: user research. As one industry leader noted in our research, "In periods of change, those who maintain a deep connection with their customers' evolving needs are best positioned to adapt and thrive." This insight highlights a crucial strategy for navigating the uncertain waters of product development.

โ€

By prioritizing user research, teams can gain valuable insights that guide their decision-making process. This approach allows them to identify genuine user needs and pain points, potentially uncovering issues that might have been overlooked. It also provides an opportunity to spot potential problems early in the development process, when changes are less costly and easier to implement. Moreover, deep user understanding can uncover opportunities for innovation and differentiation that might not be apparent without this research.

โ€

While user research doesn't eliminate all risks associated with product development, it provides a compass that can guide teams through the process with greater confidence. In the dynamic world of product creation, the biggest risk often comes from operating without these user insights. By integrating user research into the development process, teams can navigate uncertainties more effectively and increase their odds of creating products that truly resonate with their target audience.

โ€

Successful product development is ultimately about finding the right balance between innovation, user needs, and calculated risk-taking. It's a complex dance of creativity, market understanding, and strategic decision-making. By maintaining a strong connection to user needs and preferences throughout the development process, teams can mitigate risks and increase their chances of success. This user-centric approach not only helps in creating products that meet market demands but also positions companies to adapt and thrive in periods of change and uncertainty.

โ€

UXR's role in identifying and mitigating risks ๐Ÿ”Ž

โ€

User experience research plays a crucial role in identifying and mitigating risks throughout the product development process. Acting as an early warning system, UX research helps teams pinpoint potential issues before they evolve into costly problems. This proactive approach allows organizations to make informed decisions and adjustments early in the development cycle, potentially saving significant time and resources.

โ€

By engaging with users throughout the development process, researchers gain invaluable insights that can shape the direction of a product. These interactions enable teams to validate product concepts and designs, ensuring that the final output aligns with user expectations and needs. Through various research methodologies, UX researchers can identify usability issues and pain points that might otherwise go unnoticed until after launch. This early detection allows for timely refinements, resulting in a more polished and user-friendly final product.

โ€

Our survey findings underscore the value of integrating UX research into the product development process. Organizations that have fully embedded UXR into their workflows demonstrate a superior ability to navigate uncertainties and make user-centered decisions. This integration allows for a more agile and responsive approach to product development, where user feedback and insights directly inform strategic choices.

โ€

Download the report

โ€

Methodologies for quantifying prevented issues ๐Ÿงฎ

โ€

In the space of user experience research, one of the most significant yet often overlooked benefits is its ability to prevent issues before they arise. This preemptive approach can save organizations substantial time, resources, and potential reputational damage. However, quantifying the value of something that didn't happen presents a unique challenge. How do you measure the impact of problems avoided? This question has led to the development of various methodologies aimed at quantifying the value of UX research in issue prevention.

โ€

  1. Issue tracking: Keep a detailed log of potential issues identified through research. Categorize them by severity and potential impact.

โ€

  1. Cost estimation: Work with product and engineering teams to estimate the cost of addressing issues at different stages of development. Compare this to the cost of conducting research.

โ€

  1. A/B Testing: Use controlled experiments to compare the performance of research-informed designs against alternatives.

โ€

  1. Predictive modeling: Develop models that estimate the potential impact of issues on key metrics like user retention or conversion rates.

โ€

  1. Historical comparison: Analyze past projects where research was not conducted and compare their outcomes to research-informed projects.

โ€

One effective approach is to use a research ROI calculator that estimates potential cost savings and revenue increases associated with research-driven improvements. This provides a clear financial justification for UXR investments.

โ€

Communicating preventive value to stakeholders ๐Ÿ“ข

โ€

To effectively communicate the value of risk mitigation through UXR, consider these strategies:

โ€

  1. Speak the language of business: Frame research findings in terms of business outcomes, such as potential cost savings, revenue impact, or risk reduction.

โ€

  1. Use visualizations: Create compelling visual representations of prevented issues and their potential impact.

โ€

  1. Share success stories: Highlight case studies where research prevented significant issues or led to successful outcomes.

โ€

  1. Involve stakeholders: Engage key decision-makers in the research process to build understanding and buy-in.

โ€

  1. Provide ongoing updates: Regularly communicate how research insights are influencing decisions and mitigating risks throughout the development process.

โ€

Remember, as one research manager in our study observed, "When I hear that a company is downsizing, I immediately wonder how it will affect their research capabilities."

โ€

This highlights the importance of consistently demonstrating the value of UXR in risk mitigation.

โ€

By quantifying and communicating the preventive value of UX research, we can shift the perception of UXR from a cost center to a critical investment in risk mitigation and product success. As the field continues to evolve, developing robust methodologies for measuring this preventive value will be key to securing resources and support for UXR initiatives.

โ€

Ultimately, the goal is to create a culture where user research is seen as an essential safeguard against costly mistakes and a driver of informed, user-centered decision-making. By doing so, organizations can navigate the uncertainties of product development with greater confidence and success.

โ€

DOWNLOAD THE FULL REPORT

โ€

Maximize your risk mitigation efforts with Optimal ๐Ÿ‘ฉ๐Ÿป๐Ÿš’

โ€

Ready to elevate your UX research and risk mitigation strategies? Optimal Workshop's comprehensive platform offers powerful tools to streamline your research process, from participant recruitment to data analysis. Our suite of user-friendly solutions enables you to conduct more efficient studies, uncover deeper insights, and effectively communicate the preventive value of your research to stakeholders.ย 

โ€

With Optimal, you can quantify your risk mitigation efforts more accurately and demonstrate the ROI of UXR with greater clarity. Don't let potential risks threaten your product's success.ย 

โ€

Try Optimal Workshop today and transform your approach to UX research and risk prevention.ย 

โ€

Learn more
1 min read

Clara Kliman-Silver: AI & design: imagining the future of UX

In the last few years, the influence of AI has steadily been expanding into various aspects of design. In early 2023, that expansion exploded. AI tools and features are now everywhere, and there are two ways designers commonly react to it:

โ€

  • With enthusiasm for how they can use it to make their jobs easier
  • With skepticism over how reliable it is, or even fear that it could replace their jobs

โ€

Google UX researcher Clara Kliman-Silver is at the forefront of researching and understanding the potential impact of AI on design into the future. This is a hot topic thatโ€™s on the radar of many designers as they grapple with what the new normal is, and how it will change things in the coming years.

โ€

Claraโ€™s backgroundย 

โ€

Clara Kliman-Silver spends her time studying design teams and systems, UX tools and designer-developer collaboration. Sheโ€™s a specialist in participatory design and uses generative methods to investigate workflows, understand designer-developer experiences, and imagine ways to create UIs. In this work, Clara looks at how technology can be leveraged to help people make things, and do it more efficiently than they currently are.

โ€

In todayโ€™s context, that puts generative AI and machine learning right in her line of sight. The way this technology has boomed in recent times has many people scrambling to catch up - to identify the biggest opportunities and to understand the risks that come with it. Clara is a leader in assessing the implications of AI. She analyzes both the technology itself and the way people feel about it to forecast what it will mean into the future.

โ€

Contact Details:

You can find Clara in LinkedIn or on Twitter @cklimansilver

โ€

What role should artificial intelligence play in UX design process? ๐Ÿค”

โ€

Claraโ€™s expertise in understanding the role of AI in design comes from significant research and analysis of how the technology is being used currently and how industry experts feel about it. AI is everywhere in todayโ€™s world, from home devices to tech platforms and specific tools for various industries. In many cases, AI automation is used for productivity, where it can speed up processes with subtle, easy to use applications.

โ€

As mentioned above, the transformational capabilities of AI are met with equal parts of enthusiasm and skepticism. The way people use AI, and how they feel about it is important, because users need to be comfortable implementing the technology in order for it to make a difference. The question of what value AI brings to the design process is ongoing. On one hand, AI can help increase efficiency for systems and processes. On the other hand, it can exacerbate problems if the user's intentions are misunderstood.

โ€

Access for all ๐Ÿฆพ

โ€

Thereโ€™s no doubt that AI tools enable novices to perform tasks that, in years gone by, required a high level of expertise.ย For example, film editing was previously a manual task, where people would literally cut rolls of film and splice them together on a reel. It was something only a trained editor could do. Now, anyone with a smartphone has access to iMovie or a similar app, and they can edit film in seconds.

โ€

For film experts, digital technology allows them to speed up tedious tasks and focus on more sophisticated aspects of their work. Clara hypothesizes that AI is particularly valuable when it automates mundane tasks. AI enables more individuals to leverage digital technologies without requiring specialist training. Thus, AI has shifted the landscape of what it means to be an โ€œexpertโ€ in a field. Expertise is about more than being able to simply do something - it includes having the knowledge and experience to do it for an informed reason.ย 

โ€

Research and testing ๐Ÿ”ฌ

โ€

Clara performs a lot of concept testing, which involves recognizing the perceived value of an approach or method. Concept testing helps in scenarios where a solution may not address a problem or where the real problem is difficult to identify. In a recent survey, Clara describes two predominant benefits designers experienced from AI:

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  1. Efficiency. Not only does AI expedite the problem solving process, it can also help efficiently identify problems.ย 
  2. Innovation. Generative AI can innovate on its own, developing ideas that designers themselves may not have thought of.

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The design partnership ๐Ÿค๐Ÿฝ

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Overall, Clara says UX designers tend to see AI as a creative partner.ย However, most users donโ€™t yet trust AI enough to give it complete agency over the work itโ€™s used for.ย The level of trust designers have exists on a continuum, where it depends on the nature of the work and the context of what theyโ€™re aiming to accomplish. Other factors such as where the tech comes from, who curated it and whoโ€™s training the model also influences trust. For now, AI is largely seen as a valued tool, and there is cautious optimism and tentative acceptance for its application.ย 

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Why it matters ๐Ÿ’ก

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AI presents as potentially one of the biggest game-changers to how people work in our generation. Although AI has widespread applications across sectors and systems, there are still many questions about it. In the design world, systems like DALL-E allow people to create AI-generated imagery, and auto layout in various tools allows designers to iterate more quickly and efficiently.

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Like many other industries, designers are wondering where AI might go in the future and what it might look like. The answer to these questions has very real implications for the future of design jobs and whether they will exist.ย In practice, Clara describes the current mood towards AI as existing on a continuum between adherence and innovation:

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  • Adherence is about how AI helps designers follow best practice
  • Innovation is at the other end of the spectrum, and involves using AI to figure out whatโ€™s possible

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The current environment is extremely subjective, and thereโ€™s no agreed best practice. This makes it difficult to recommend a certain approach to adopting AI and creating permanent systems around it. Both the technology and the sentiment around it will evolve through time, and itโ€™s something designers, like all people, will need to maintain good awareness of.

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