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Surge AI Eyes Up to $1 Billion Capital Raise Amid Growth and Competition with Scale AI

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Surge AI, a fast-growing data-labeling company competing directly with Scale AI, is reportedly preparing to raise as much as $1 billion in its first-ever capital fundraising, according to sources cited by Reuters. Founded by former Google and Meta engineer Edwin Chen, Surge AI aims for a valuation exceeding $15 billion, although talks remain in the early stages and the final amount could be higher. The planned funding round would include both primary capital to fuel growth and secondary capital to provide liquidity for employees.

Surge AI has achieved profitability and has been bootstrapped since its 2020 founding. It generated over $1 billion in revenue last year, surpassing Scale AI’s $870 million revenue for the same period. By comparison, Scale AI was last valued at $14 billion in a funding round last year, and more recently at nearly $29 billion following Meta’s strategic investment, which included hiring Scale’s CEO Alexandr Wang to lead Meta’s Superintelligence Labs.

The surge in interest for Surge AI coincides with a shift among some major AI customers, such as Google and OpenAI, who are reportedly moving away from Scale AI due to concerns about sharing sensitive research priorities with Meta, Scale’s largest investor. Despite this, Scale AI maintains its business remains strong and reassures clients about data protection.

Surge AI has grown quietly but rapidly, becoming a major player in the data labeling space, distinguished by its use of a network of highly skilled contractors rather than large pools of low-cost labor. Its premium services cater to leading AI labs including Google, OpenAI, and Anthropic.

As reinforcement learning from human feedback (RLHF) becomes critical for training advanced AI, the need for precise, nuanced data labeling has soared, benefiting companies like Surge AI. However, some investors remain cautious about the sector due to its traditionally low margins and reliance on human labor, which could face automation pressures as AI technologies advance.

Aligned Data Centers Completes Capital Raise of Over $12 Billion

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Aligned Data Centers, a key player in AI-related infrastructure, announced on Wednesday that it had successfully completed a capital raise totaling more than $12 billion. The funding aims to support the growing demand for specialized data centers, driven by the massive computing power requirements of artificial intelligence (AI) technologies.

Breakdown of the Capital Raise

The capital raise includes $5 billion in new primary equity, with funds managed by Macquarie Asset Management, and over $7 billion in new debt commitments. This significant funding boost will enable Aligned to expand its operations and develop new capacity for AI infrastructure.

Strategic Use of Funds

The proceeds from the capital raise will primarily be directed toward Aligned’s ambitious plans to develop more than 5 gigawatts of data center capacity across North America, Canada, and Latin America. These data centers will be essential in supporting the increasing demands of AI, which require vast amounts of computing power to link thousands of chips into large-scale clusters for processing.

AI’s Impact on Data Center Demand

The surge in AI adoption, from business applications to consumer products, has created a massive market for data centers. Companies ranging from startups to industry giants like Microsoft and Blackrock are heavily investing in the infrastructure necessary to support AI technologies. This has led to a broader trend of significant capital investments in AI data centers.

For example, Microsoft recently committed to spending approximately $80 billion in fiscal 2025 to develop data centers to support AI models and cloud applications. Similarly, in September, Microsoft and Blackrock announced a joint initiative to establish a $30 billion fund aimed at developing AI infrastructure and related energy projects.

Broader Trends in AI Infrastructure Investment

The demand for AI infrastructure is creating opportunities for both established players and new entrants in the space. One such example is Crusoe, an AI infrastructure startup that secured $600 million in a funding round last month, which brought its valuation to $2.8 billion.