What It Will Take to Build the Next AI Giant — A VC Founder's Take

Key Concepts

Singapore as a Tech Hub: Singapore's strategic role as a gateway to Asia's tech market, facilitated by its favorable business environment, regulatory framework, and access to talent and capital.
Decentralization of Innovation: The shift of innovation and unicorn creation away from traditional hubs like Silicon Valley to a more global distribution.
Founder Archetypes: The identification of key traits in successful founders: "spike" (unique skill), "drive" (ambition + execution), and "grit" (perseverance).
AI Investment Themes: Focus on backing great teams and individuals, with investments spanning deep tech (AI on the edge, chip design) and technology-enabled companies.
Healthcare Innovation: The significant potential for AI to revolutionize healthcare, addressing access issues and improving treatment outcomes.
AI Value Accrual: The shift of value from infrastructure to the application layer over time, mirroring previous platform shifts (mobile, cloud).
Moats in AI: The challenges and evolving nature of building defensible positions in AI, with distribution becoming increasingly critical.
AI Valuations: The distinction between a true bubble and rapid growth driven by real revenues and consumer/business adoption.
Unit Economics in AI: The importance of positive unit economics and the trend of decreasing delivery costs in AI companies.
Asia's AI Potential: The region's significant contributions across infrastructure and application layers, leveraging fast-growing economies and improving payment/identity infrastructure.

Singapore's Rise as an Asian Tech Hub

Singapore has established itself as a crucial gateway for companies and investors seeking to access Asia's burgeoning tech market. This success is attributed to its robust regulatory environment, ease of company setup, access to capital and talent, and strong global connectivity. The city-state's strategic importance is highlighted by its role as a home for major investors and a key outpost for global tech firms.

The Journey of a Global Tech Investor: Magnus Grimmland

Magnus Grimmland, CEO of Antler, shares his decade-long experience in the region, beginning with co-founding Zora, an online fashion retailer, in 2012. He was drawn to the region's immense opportunity, characterized by a rapidly digitizing population (600-700 million people), fast-growing middle class, and stable economies, despite initial challenges in e-commerce infrastructure like logistics and payment systems.

From Entrepreneurship to Investment

Grimmland's entrepreneurial experience at Zora provided invaluable insights into building successful businesses in Asia. The company's sale to Global Fashion Group in 2015 led to many former employees founding subsequent successful ventures in the region, including GoJek (now GoTo), Shopee, StashAway, and Shopback. This demonstrated a "PayPal Mafia" effect, where successful founders create the next generation of innovative companies. Grimmland also observed this phenomenon globally with companies like Tabby in the Middle East.

This hands-on experience revealed two key trends:

High Concentration of Talent: Successful businesses foster a concentration of talent, leading to the creation of new ventures.
Decentralization of Innovation: The concentration of innovation value in Silicon Valley has diminished, with unicorns now emerging from over 200 cities worldwide, a significant increase from the 38 cities when Zora was founded.

Antler's decision to establish its headquarters in Singapore was driven by its favorable business environment, but also by Grimmland's prior success and deep understanding of the local ecosystem. Antler now operates in 27 locations globally, with a distributed team.

The Diverse Asian Tech Ecosystem

Grimmland provides an overview of the diverse Asian tech landscape:

China: A leader in specific technologies, with the ability to build anything within certain domains.
India: Boasts the world's largest pipeline of engineers (nearly a million annually), a fast-growing and stable economy, and a shift from building for India to building for the world.
Japan: An advanced economy with liquid markets similar to the US.
South Korea: Home to world-leading companies across various industries, from entertainment to advanced technology.
Southeast Asia: A region with distinct strengths:
- Vietnam: Abundant tech talent.
- Indonesia: A large market.
- Philippines: A culture closely aligned with the US.
- Malaysia: Ability to attract significant talent.
- Singapore: A highly favorable business environment.

Building companies in Asia requires acknowledging and leveraging these diverse strengths. Grimmland cites Zora's strategy of setting up tech teams in Vietnam, headquarters in Singapore, and teams in Malaysia and the Philippines, with Indonesia as its largest market. While cultural differences and fragmentation present challenges, increasing government cooperation and regulatory unification are making Asia more accessible as a single market.

The Global Mindset of Asian Founders

While Asia is a large market, founders are increasingly adopting a global mindset. This trend is evident even in China, where companies are now truly going global beyond hardware and manufacturing. South Korea and Japan, historically insulated ecosystems, are also seeing this shift. Antler actively supports founders in their globalization journey, with its most exciting portfolio companies being those that aim for global reach from day one. Examples include Shopee (now the world's largest e-commerce marketplace) and an AI process engineering company from Singapore with early customers in Europe and the US.

Investment Themes and Opportunities

Antler's investment philosophy centers on backing great teams and individuals building the future, rather than predicting it. Their portfolio spans deep tech (AI on the edge, chip design, space technology, new medicines) and technology-enabled companies.

Healthcare: A Major Focus

Grimmland expresses significant excitement about the healthcare space, highlighting the global disparity in access to basic healthcare and the inefficiencies in developed nations. He notes that a large portion of healthcare spending is on treating preventable conditions, and technology, particularly AI, can enable early detection and lifestyle changes. The COVID-19 pandemic, despite its tragedy, has accelerated regulatory processes for new technologies in healthcare.

Identifying Great Founders: Spike, Drive, and Grit

Antler looks for founders with three key attributes:

Spike: A unique skill or area of exceptional talent that sets them apart.
Drive: Raw ambition combined with the ability to execute and move things forward. This is distinct from mere passion.
Grit: Perseverance and the mindset that failure is not an option, enabling founders to overcome immense difficulties over many years. Grimmland cites Elon Musk's near-bankruptcy experiences as an example of extreme grit.

These qualities can be developed, and Antler seeks them in individuals from diverse backgrounds, not just those from elite institutions. Grimmland's own experience in the Norwegian naval special forces instilled a strong sense of grit and the necessity of eliminating all other options for success.

Investing in AI

Antler has been investing in AI since 2019, recognizing its potential across three areas:

Infrastructure: This includes fundamental model development, chip design, and decentralized AI. The focus is on backing the absolute best people globally in these highly specialized fields.
Application Layer: As with previous platform shifts (mobile, cloud), more value is expected to accrue to the application layer over time. This layer offers opportunities for both experienced founders and younger ones tackling simpler problems.

Grimmland cautions against the "noise" in the AI space, including companies that merely add "AI" to their pitch decks without genuine innovation.

The Future of Value Accrual in AI

Grimmland predicts that while infrastructure players (e.g., Nvidia, hyperscalers) and fundamental model companies (e.g., OpenAI) are currently generating significant revenue or investment, the application layer will eventually dwarf these in value. He likens this to the early days of e-commerce, where logistics providers profited while Amazon was still building its business.

He identifies three types of application layer opportunities:

Big Platforms: Similar to Amazon in e-commerce.
Global Applications: Like TikTok.
Regional Applications: Such as Grab in Southeast Asia, Didi in China, and Uber in the US/Europe.

While global winners are likely in software-driven areas without physical infrastructure requirements, regional winners are expected in sectors like healthcare, fintech, and legal services that may involve physical infrastructure.

Moats and Defensibility in AI

Building a defensible position (moat) in AI is becoming harder. While technological edge (Nvidia) and massive scale (OpenAI) create moats, the rapid replication of technology in the application layer makes distribution increasingly critical. Companies that can achieve strong distribution through virality or effective B2B strategies will build their moats.

Concentration of Power and Disruption

Despite the concentration of capital in large US and Chinese tech companies, Grimmland believes disruption is inevitable. Historically, the average age of Fortune 500 companies has significantly decreased, indicating faster disruption cycles. He points to the emergence of companies like Anthropic, OpenAI, and Mistral challenging incumbents in AI, demonstrating that new players can emerge and challenge established giants.

AI Valuations: Growth, Not a Bubble

Grimmland does not believe AI valuations are in a bubble, though some individual valuations may be unwarranted. He highlights that this wave of growth is underpinned by real revenues and rapid consumer and business adoption. He notes that his own online search behavior has shifted dramatically from Google to AI-powered tools, and AI is a top agenda item for businesses globally. This adoption is happening much faster than during the cloud platform shift.

Path to Profitability in AI Startups

While growth is crucial, the path to profitability is key. Grimmland advises looking at unit economics, customer behavior, and the trend of decreasing delivery costs. He notes that in the US AI space, for every dollar of revenue, $5 are spent, indicating negative unit economics for some. However, he believes that for many strong companies, unit economics are improving, and the growth potential is immense.

Asia's Role in the Global AI Landscape

Grimmland sees tremendous potential for Asia across all layers of AI:

Infrastructure: Asia is a leader in advanced chip manufacturing and AI resources, enabling world-leading infrastructure companies.
Application Layer: The region benefits from fast-growing economies and populations, offering a large addressable market. Challenges related to smaller transaction sizes are being overcome by improved payment and digital identity infrastructure, making mass markets accessible.

The diversity of Asian ecosystems allows for broad investment strategies, tapping into various demographic behaviors.

The Future of AI: Revolutionary Healthcare

Looking ahead, Grimmland hopes that in a year, the conversation will be about revolutionary AI-developed treatments and medicines that significantly improve global healthcare access and outcomes.