Facebook’s parent company is considering its biggest tech investment ever with Scale AI
Meta, the company behind Facebook and Instagram, is reportedly planning a huge investment that could shake up the artificial intelligence world. Some people estimate that the social media giant is in talks to pump over $10 billion into Scale AI, a startup that helps companies to train their AI systems.
If the deal goes through, it would be one of the largest private company investments in history and mark a major shift for Meta, which has typically built its AI technology in-house rather than betting big on outside companies.
What Does Scale AI Do?
Scale AI might not be a household name, but it plays a crucial role behind the scenes of the AI revolution. The company employs thousands of workers who clean up and organize data that AI systems need to learn properly. Think of them as AI tutors – they make sure the information going into these smart systems is accurate and useful.
According to Bloomberg, the startup has been riding the AI wave successfully. It made $870 million last year and expects to double that to $2 billion in 2025. Major tech companies like Microsoft and OpenAI already pay Scale for its services.
Meta also Joins the Investment Race
While Meta has been building its own AI tools, its competitors have been writing massive checks to AI startups. Microsoft has invested more than $13 billion in OpenAI (the company behind ChatGPT), while Amazon and Alphabet (Google’s parent company) have poured billions into Anthropic, another AI company.
Now Meta appears ready to join this investment race. The CEO Mark Zuckerberg has made AI the company’s top priority and announced plans to spend up to $65 billion on AI projects this year alone.
The timing makes sense. Meta’s AI chatbot is already used by 1 billion people every month across Facebook, Instagram, and WhatsApp. The company is also pushing to make its Llama AI system the global standard.
Beyond Social Media: Defense Partnerships
The investment isn’t just about social media. Beyond social media, both Meta and Scale are expanding into military technology. Last week, Meta announced a partnership with defense contractor Anduril to create AI-powered products for the US military, including smart helmets with virtual reality features.
Scale AI has also been winning government contracts, recently securing a deal with the Defense Department to work on AI technology for military use. The companies are already collaborating on “Defense Llama,” a military version of Meta’s AI system.

For Meta, this investment represents more than just money – it’s a strategic bet on controlling the data pipeline that feeds AI systems. As AI becomes more important to everything from social media to military applications, companies that control high-quality training data become increasingly valuable.
The deal isn’t finalized yet, and terms could still change. But if the deal happens, it would signal Meta’s serious commitment to staying competitive in the AI arms race that’s reshaping the tech industry.
Scale AI was last valued at $14 billion in 2024, though earlier reports suggested it might be worth as much as $25 billion in newer funding rounds. Founded in 2016 by CEO Alexandr Wang, the company has positioned itself as a critical piece of infrastructure in the AI economy.
As tech giants continue pouring billions into AI development, this potential deal shows that the competition for AI dominance is only getting more expensive – and more intense. The deal would underscore just how much money is flowing into AI startups as major technology companies race to secure access to the best AI tools and talent available in the market.
here the official link of Scale You can visit the website of Scale AI. Here the official link: ScaleAI.com