Everyone has an opinion on AI stocks right now. Some are calling it the next internet boom. Others say it is another risk that isn’t worth taking

The truth, as always, is somewhere in the middle and it depends heavily on which companies you are looking at.

Three names keep coming up in investor conversations: BigBear.ai, Dell Technologies and Meta Platforms. All three have an AI angle, but angle is not the same as income.

Here is what the numbers actually say.

First, Why Does This Matter to You?

If you are a young African professional thinking about investing, whether through platforms like Bamboo, Risevest, or direct brokerage accounts, understanding how to separate hype from fundamentals is the difference between building wealth and losing it chasing noise.

AI is real, but not every company slapping "AI" on its name is printing money.

BigBear.ai: The Hype Stock

BigBear.ai sounds impressive. They have defence contracts, national security applications and government AI.

The company provides AI-powered decision intelligence for the U.S. military and homeland security agencies, and recently acquired a platform called AskSage to expand its reach in government tech.

However, the financials aren't telling the best story.

In the first half of 2025, BigBear.ai brought in $67.2 million in revenue, down from $72.9 million in the same period in 2024. That is a clear decline, not growth.

There were net losses for that same period that came in at $290.6 million. For context, that is a company losing roughly four times what it earns.

Its stock, which peaked above $9 earlier this year, has since fallen significantly, trading around $3 at the time of writing.

However, this does not mean BigBear.ai has no future. It holds a $418 million contract backlog, and the AskSage acquisition could unlock bigger government deals.

Right now, it is a bet on potential, not a bet on performance. If you buy this stock, you are speculating. Know that.

Dell Technologies: The Quiet Earner

Dell doesn't get the same hype as pure AI plays, but that might be exactly why it is worth paying attention to.

Every major AI data centre needs servers. Dell is one of the largest server manufacturers in the world, which means every time a tech giant builds out AI infrastructure, there is a good chance Dell's hardware is inside the building.

Dell shipped roughly $10 billion in AI-optimised servers in its fiscal year 2025, and has raised its AI shipment guidance for fiscal year 2026 to around $25 billion. That is 150% growth in a single year.

Total revenue for FY2025 came in at $95.6 billion, with an increase by 8%. Its Infrastructure Solutions division (the AI-driven side of the business) grew by 29%.

Earnings per share hit a record $8.14. The company also raised its dividend by 18% and announced a $10 billion share buyback.

The issue, however, is that Dell's PC business is sluggish and AI servers come with thinner profit margins than traditional hardware.

Although, for investors who want exposure to AI without the volatility of pure-play AI startups, Dell is the kind of functional stock that compounds quietly over time.

Meta Platforms: The One Actually Making Money From AI

Meta is the clearest example of a company turning AI investment into real, measurable revenue.

In 2024, Meta posted full-year revenue of $164.5 billion which was up 22% from the previous year. Net income surged 59% to $62.36 billion.

In 2025, full-year revenue climbed again to $201 billion. The engine behind all of this was its AI-powered advertising.

Meta's algorithms, trained on data from over 3.5 billion daily users across Facebook, Instagram, and WhatsApp have become significantly better at showing people ads they actually respond to. Advertisers are spending more because they are getting better returns.

Meta AI, the company's assistant product, reached nearly a billion monthly active users in early 2025.

The company is spending over $70 billion on AI infrastructure this year alone and it is funding that investment entirely from operational cash flow, not debt.

That is the key distinction. Meta isn't borrowing to build; it is building with the money it already makes.

Who Actually Makes Money?

Meta does, clearly and consistently. Dell does, with growing momentum on its AI server business. BigBear.ai is a longer, riskier bet that has yet to prove its model at scale.

If you are learning how to invest, this is one of the most important lessons: revenue is not the same as hype, and a good story is not a good stock.

Always ask what the numbers say before the narrative pulls you in.

The AI wave is real. Just make sure you are riding it, not being swept away by it.