Marvell Technology Inc. (MRVL) just dropped a number that's hard to ignore: revenue could hit roughly $10 billion next year. CEO Matt Murphy shared this during the company's third quarter earnings call Q&A, and it wasn't delivered as cautious guidance. It sounded more like a declaration that Marvell is gearing up for a multi-year AI supercycle.

Growth Every Single Quarter

Murphy didn't leave much room for interpretation. "You're absolutely in the ballpark when you add up the numbers I gave you on $10 billion for next year," he said, framing it as a motivational target for the team. Then came the part that really caught attention: Marvell expects sequential revenue growth in every quarter of next year. Not just growth overall, but quarter after quarter, with the second half significantly stronger than the first.

He described this building into a "compelling exit rate" heading into fiscal 2027. Translation: they're not just aiming for a good year — they're setting up momentum that carries forward.

The roadmap gets more aggressive from there. Murphy outlined data center revenue growing 25% next year, then jumping to roughly 40% in fiscal 2028. What's driving that? Custom silicon and interconnect demand from hyperscalers racing to build out AI infrastructure.

The Custom AI Engine Is Humming

Marvell's custom AI business has been scaling faster than most observers expected. Murphy walked through the trajectory: the business quadrupled from 2023 to 2024, doubled again in 2025, and is on track for another 20% increase next year before re-accelerating in fiscal 2028.

Then there's Celestial AI. Murphy called the acquisition "a home run," noting that a tier-one hyperscaler is already pulling demand forward. The company has set a $2 billion earn-out target by fiscal 2029, which suggests they see serious revenue potential ahead.

Thinking Rack-Scale, Not Component-Level

"We're playing offense," Murphy said, laying out a vision that spans XPUs, silicon photonics, retimers, packaging, and full rack-level integration. Marvell wants to be the one-stop shop for AI infrastructure buildouts.

The underlying message: the future of AI won't be won by selling individual parts — it'll be won by delivering complete platforms.

What This Means for Investors

Marvell isn't just talking about next quarter's earnings. They're pitching a multi-year runway with accelerating growth rates and expanding market opportunity. If the $10 billion target materializes and data center growth hits the pace Murphy described, this starts to look less like a semiconductor story and more like a quiet AI infrastructure power play.

The real question now is execution. Marvell is talking and acting like they have the blueprint. Investors will be watching to see if the results match the ambition — because the targets Murphy laid out aren't modest.