Scale AI has been making headlines with massive funding rounds, big-name partnerships, and even major leadership shifts, but that doesn’t always mean a stock is ready to explode. In trading, hype alone is never enough — what matters is liquidity, access, and timing. This year, Scale AI’s position in artificial intelligence has strengthened, but traders need to understand exactly where the opportunity lies before acting.
For AI stocks you can trade — check out my AI penny stock watchlist here!
Read this article because it explains how to invest in Scale AI stocks, whether the company is public, and which alternatives offer exposure to its market growth.
I’ll answer the following questions:
- What is Scale AI and what does it do?
- Is Scale AI a publicly traded company?
- Can I buy Scale AI stock right now?
- What is the latest valuation of Scale AI?
- Which public companies offer similar exposure to Scale AI’s market?
- Who are Scale AI’s main competitors?
- Is Scale AI profitable at this stage?
- Are there ETFs that provide indirect exposure to Scale AI?
Let’s get to the content!
Table of Contents
What is Scale AI?
Scale AI is a technology company that builds infrastructure to accelerate the development of AI applications through data labeling, APIs, and analytics. Founded in 2016 by Alexandr Wang and Lucy Guo, the company works with major clients like Meta, OpenAI, and Microsoft to supply accurate, well-structured data for machine learning teams. Its platform supports the creation of large AI models by ensuring the data feeding them is high-quality and precise, which is critical for improving results and performance.
In my years of trading and teaching, I’ve seen how the right business model can attract serious capital even before a company goes public. Scale AI’s business targets a high-growth market where demand for accuracy and speed in AI systems is expanding. By focusing on enterprise and public sector customers, Scale AI is positioning itself as an indispensable partner in the AI growth cycle.
Is Scale AI a Public Company?
Scale AI is not a publicly traded company — but that doesn’t mean it shouldn’t still be on your watchlist. (Check Breaking News for the latest!)
All trading of Scale AI shares today happens in the private market, usually through platforms that facilitate transactions between existing shareholders and accredited investors. Without a public listing, there’s no open marketplace where traders can buy or sell the stock like they can with a listed AI share.
I’ve taught traders for years that the lack of liquidity in private shares is both a risk and a filter. Only those with special access can get in, but that also means public traders must look for signals ahead of a potential IPO. With Scale AI’s $29.18 billion valuation and high-profile backers, speculation about a listing is natural — but speculation is not the same as a tradeable event.
Can You Buy Scale AI Stocks?
You can only buy Scale AI shares if you qualify as an accredited investor and have access to the private market where these transactions occur. These deals often happen on secondary platforms or through brokered transactions with existing shareholders. The price you see on private trading platforms is not the same as a real-time stock price from a public exchange — it’s set by supply, demand, and negotiated agreements.
When teaching traders, I always stress that access is part of your strategy. If you can’t buy the stock now, focus on tracking company news, funding rounds, and market performance of related AI stocks. These data points can help forecast potential IPO conditions, which is when retail traders get their first chance to execute an order.
What is the Valuation of Scale AI?
Scale AI’s most recent post-money valuation is $29.18 billion following a $14.3 billion funding round led by Meta. That deal gave Meta a 49% equity stake, signaling serious confidence in Scale AI’s AI infrastructure and data labeling capabilities. The valuation reflects not just current revenue potential, but also growth forecasts tied to the AI market’s rapid expansion.
From my trading experience, valuations this high before an IPO can be both an opportunity and a red flag. It means there’s momentum and demand from institutional investors, but also the risk of overpricing before shares hit the open market. Watching how this valuation holds up as the company restructures and shifts leadership will be key in assessing any future price action.
Scale AI Stock Alternatives
If you can’t trade Scale AI directly, consider publicly traded companies benefiting from similar AI market trends. These alternatives give you liquidity and access to price action, letting you build a strategy while tracking Scale AI’s private moves.
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Meta (NASDAQ: META)
Meta has a direct 49% equity stake in Scale AI and is integrating its AI models into Meta’s own infrastructure. The company’s leadership under Mark Zuckerberg has made AI a priority, especially through Meta Superintelligence Labs led by Alexandr Wang. Trading META stock is one way to gain indirect exposure to Scale AI’s growth without waiting for an IPO.
For my take on Meta Platforms stock, check out the latest news here!
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Palantir Technologies Inc. (NASDAQ: PLTR)
Palantir focuses on analytics, AI applications, and big data solutions for governments and enterprises. Its AI-driven platforms help clients turn raw data into actionable insights. In my teaching, I point out that companies like Palantir can benefit from the same enterprise demand that drives Scale AI’s business.
AMD (NASDAQ: AMD)
AMD designs chips that power AI models, machine learning, and analytics processing. As AI workloads grow, demand for high-performance computing infrastructure rises. Trading chipmakers like AMD can be a strategic way to ride AI’s hardware growth curve.
Amazon (NASDAQ: AMZN)
Amazon’s AWS division is heavily invested in AI through partnerships like its multibillion-dollar deal with Anthropic. AWS offers the infrastructure and APIs that many AI companies depend on. Amazon’s scale gives it a unique position in both retail and enterprise AI markets.
C3.ai (NYSE: AI)
C3.ai provides a platform for deploying AI models in business settings, including predictive analytics and AI-driven automation. Its stock often attracts traders looking for pure-play AI exposure with active daily price movements.
Snowflake (NYSE: SNOW)
Snowflake delivers cloud data platforms that store, process, and share analytics at scale. This kind of infrastructure complements AI development, making it relevant to traders tracking data-focused AI opportunities.
NVIDIA (NASDAQ: NVDA)
NVIDIA’s GPUs are the backbone for training advanced AI models. As machine learning teams demand more processing power, NVIDIA’s market position becomes even stronger. In trading terms, NVDA often reacts to AI market news faster than many other stocks.
Who Are Scale AI’s Competitors?
Scale AI’s main competitors include companies like Appen, Labelbox, Hive, and Sama, all of which focus on data labeling and AI infrastructure. Larger tech giants like Google and Microsoft also build in-house tools that compete indirectly by offering integrated AI development environments. These competitors target the same enterprise clients who need accurate data and efficient pipelines for training models.
In trading, knowing the competitive field helps forecast potential market share shifts. If a competitor gains a major funding round or partnership, it can affect perceived value and future IPO momentum. I teach traders to watch not only the company you want to trade, but the entire network of businesses in its niche.
What is Scale AI’s Current Valuation?
Scale AI’s current valuation stands at $29.18 billion as of its latest funding round in June 2025. That figure came after Meta’s $14.3 billion investment, split between two Series G rounds. It’s one of the highest valuations for a private AI infrastructure company, showing strong investor confidence in both the technology and the leadership.
I’ve seen valuations change quickly in private markets, especially when revenue growth forecasts meet operational challenges. For traders, the key is to treat this number as a moving target and track news on contracts, revenue performance, and funding updates to gauge stability.
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Key Takeaways
- Scale AI is a leader in AI infrastructure and data labeling, but its shares are not available to the public yet.
- The company’s $29.18 billion valuation and Meta’s 49% stake make it one of the most closely watched AI startups in the market.
- Traders should focus on tracking related public AI stocks for liquidity and possible indirect exposure.
This is a market tailor-made for traders who are prepared. AI stocks thrive on volatility, but it’s up to you to capitalize on it. Stick to your plan, manage your risk, and don’t let FOMO drive your decisions.
AI opportunities are fast and unpredictable, but with the right strategy, you can make them work for you.
If you want to know what I’m looking for — check out my free webinar here!
Frequently Asked Questions
How Does Scale AI Drive Innovation in AI Applications?
Scale AI accelerates innovation by providing precise data labeling and analytics that improve the accuracy of AI models. Its platform transforms raw information into structured datasets, enabling better analysis for machine learning teams. This capability helps clients optimize returns on their AI investments by reducing wasted assets in model training.
Who Leads Scale AI and How Many Employees Does It Have?
Interim CEO Jason Droege is currently leading the company after founder Alexandr Wang joined Meta as Chief AI Officer. Scale AI employs over a thousand staff worldwide, even after recent workforce reductions. The company is hiring in specific units to strengthen operations in enterprise and public sector AI applications.
Does Scale AI Have a Ticker Symbol Before an IPO?
No, Scale AI does not have a ticker symbol since it is still a pre-IPO private company. Private shares are considered restricted securities and trade only through limited-access transactions. Once a listing is approved, the company will receive an official ticker symbol for public market bids and trading.
Can Traders Add Scale AI to Their Portfolio Before It Goes Public?
You can only add Scale AI to your portfolio through private market transactions, which require an accredited investor account. These pre-IPO deals are not open to all traders and often involve negotiated pricing rather than open exchange bids. For most traders, indirect exposure comes from public companies or ETFs linked to AI innovation.
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