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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.

Glean Reaches $7.2 Billion Valuation Amid AI Investment Surge

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AI search startup Glean announced on Tuesday that it has reached a valuation of $7.2 billion following its latest funding round — the company’s third capital raise in under two years. This represents a valuation increase of nearly 57% since its previous round in September, where its value had already more than doubled in just over six months, highlighting continued strong investor demand for AI-driven companies.

The Palo Alto-based enterprise AI firm secured $150 million in this latest round, led by asset management firm Wellington Management. As public markets remain uncertain, many startups like Glean are choosing to remain private longer, raising significant late-stage funding. According to Michael Ashley Schulman, partner at Running Point Capital Advisors, “Founders avoid the volatility of public markets and employees receive secondary-market liquidity via structured rounds.”

Founded in 2019 by former Google search engineers, Glean has surpassed $100 million in annual recurring revenue in its last fiscal year. The company develops AI-powered search tools and large language models that provide businesses with personalized query responses, aiming to optimize enterprise productivity and internal information management.

Glean’s 72x valuation multiple on revenue is considered aggressive, but Schulman noted that investors are receiving “early access to a franchise,” particularly given that the company is currently cash-flow positive.

Earlier this year, Glean introduced its Glean Agents platform, which enables businesses to automate various operations through AI. The company expects the platform to facilitate 1 billion agent actions by the end of 2025. Industry leaders have pointed to AI-based agents as one of the most transformative applications of artificial intelligence. Microsoft CEO Satya Nadella has also highlighted how AI agents could disrupt the long-dominant software-as-a-service (SaaS) business model.

The AI sector continues to attract robust global investment as enterprises and governments pursue artificial intelligence for diverse use cases such as drug discovery, infrastructure management, and productivity enhancement.

Anduril Industries Valued at $30.5 Billion After $2.5 Billion Fundraising Round

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Defense tech startup Anduril Industries has more than doubled its valuation to $30.5 billion in a fresh funding round where it raised $2.5 billion, the company announced Thursday. This latest capital injection follows last year’s raise of $1.5 billion, which valued the company at $14 billion.

The new funding round was led by Peter Thiel’s Founders Fund, which contributed $1 billion. Other existing investors also increased their stakes as part of the Series G financing.

Founded in 2017 by Palmer Luckey, Anduril specializes in autonomous defense technologies such as sensors and drones. The company has risen rapidly amid growing demand for affordable, automated defense solutions.

Anduril recently formed a strategic partnership with Palantir Technologies to create a consortium aiming to jointly pursue government contracts, aligned with Pentagon efforts to reduce defense spending.

Founders Fund has been a key backer since Anduril’s inception, with co-founder Trae Stephens also serving as a partner at the investment firm.