"AI: Startup Vs Incumbent Value and How to Simplify Your Design"

"AI: Startup Vs Incumbent Value and How to Simplify Your Design"

Introduction:
The value generated by AI has historically favored incumbents over startups. In previous waves of technological advancements, such as the internet and mobile, startups were able to capture a significant portion of the value. However, with AI, incumbents like Google, Facebook, and Amazon have emerged as the primary beneficiaries. This article explores the reasons behind this trend and discusses the potential for startups to gain a larger share of AI-generated value. Additionally, it delves into the importance of simplicity in design and provides actionable advice on achieving simplicity in product development.

AI: Startup Vs Incumbent Value:
In the internet wave, startups like Google, Amazon, and Facebook emerged as major players, capturing a significant portion of the value. Incumbents such as Microsoft and Apple also extended their franchises onto the internet, claiming some of the value. The split between startups and incumbents in this wave was roughly 60:40 or 70:30. In the mobile wave, incumbents like Apple and Google dominated, but startups like WhatsApp and Uber managed to capture a substantial share. The split in this wave was approximately 20:80. However, in the crypto wave, startups have captured nearly 100% of the value, with little participation from existing financial services or infrastructure companies.

To beat an incumbent as a startup in the AI space, one must either build a significantly better product that overcomes the incumbent's advantages or focus on a new customer segment or distribution moat that the incumbent cannot serve. In general, a 10X better product is required. Incumbents may have initially won due to their data advantage, but as companies leverage the broader internet as an initial training set and switch to models that work well with smaller data sets, this advantage may diminish.

The Rise of AI Startups:
While many AI-first companies emerged in the last decade, the major AI applications landed with incumbents like Google, Facebook, TikTok, Netflix, and Amazon. However, the current wave of AI technology feels different due to the speed of innovation across various areas. The technology has become dramatically stronger, making it easier to create products that are 10X better than incumbents'. Infrastructure-centric companies with broad adoption and growing usage, such as OpenAI, Stability.AI, Hugging Face, and Weights and Biases, have also emerged, offering more opportunities to startups.

Simplifying Your Design:
Simplicity is crucial in design as it helps users easily understand and navigate products. To achieve simplicity, it is important to define a core value and identify the target audience. Not every product needs to incorporate numerous features. The simplest way to achieve simplicity is through thoughtful reduction. Remove secondary information, infrequently used controls, and distracting styles. Focus on the core value of the product and eliminate unnecessary clutter.

Support quick decision making by reducing the number of options presented to users. Hick's Law suggests that decision-making time and effort increase with the number of options. Offer recommendations or share statistics to guide users towards the most preferred choices. Users have a tendency to skim or selectively remember information, so visual representation can be more effective than presenting a large amount of text or numbers.

In terms of design elements, utilize typography, color, and hierarchy to communicate information effectively. Use appropriate typefaces, font sizes, kerning, leading, capitalization, and color contrast. Organize elements to improve recognition and ease of use. Finishing small subtasks provides users with a sense of accomplishment and motivates them to continue. Avoid uncertainty by employing progressive disclosure, which gradually reveals information or functionalities.

Consider user expectations and ensure that your product aligns with familiar patterns and behaviors. Users spend most of their time on other products, so they expect yours to work similarly. The first-time experience is crucial, and users form opinions quickly. Provide on-demand help or assistance when needed, rather than relying on manual approaches that disrupt the user flow. Additionally, ensure accessibility for users with disabilities by employing proper color contrast, keyboard navigation support, and other inclusive design practices.

Conclusion:
While incumbents have traditionally dominated the value generated by AI, the current wave of AI technology presents new opportunities for startups to capture a larger share. By building significantly better products or targeting underserved customer segments, startups can challenge incumbents' advantages. Simplicity in design is essential to create user-friendly products. By defining a core value, reducing clutter, supporting quick decision making, and aligning with user expectations, startups can simplify their designs and enhance user experiences.

Actionable Advice:

1. Define a core value and identify your target audience to focus on the essentials of your product.
2. Remove secondary information, infrequently used controls, and distracting styles to reduce clutter and achieve simplicity.
3. Support quick decision making by limiting options and providing recommendations or statistics to guide users.

Exciting times lie ahead for startups as they leverage AI technology and prioritize simplicity in design to drive value and enhance user experiences.