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If you're planning to trade Nvidia shares on the day of the report, listen to this important insight from Dan Ives first. Then I will detail my exact plan for carrying out the operations. You know, there's only one chip in the world that's powering the AI revolution, and that's Nvidia, and I think the bottom line is, when you see the numbers unfold, nobody is in a better position than them.
And that's why I think you'll hear this from Jensen, because the question is how businesses are accelerating, and we think that acceleration is probably 20 to 25 percent even in the last few months. As it goes through the system, investors eventually realize this, because I still think investors are still underestimating the scale and scope of the AI revolution .
The reality is that we are seeing a memory supercycle, and I think that is a major theme in Korea, and that is why Nvidia will have to pass on some of these costs to its customers. But it's not slowing down because the reality today is this: demand for chips exceeds supply by a ratio of 15 to 1. And I think that's something that's not just about Nvidia, but ultimately about their end users.
Nvidia's upcoming report is not just another financial statement. This is an absolute crucial catalyst for the entire market. As expectations have reached astronomical levels , traders are aggressively booking profits in preparation for a possible sharp sell-off. However, as Wedbush’s Dan Ives clearly points out, perceiving short-term profit-taking as a structural weakness means ignoring the broader macro picture.
Nvidia still holds the undisputed lead at the center of the artificial intelligence revolution. And despite the short-term volatility, this cycle has barely begun. The real signal Ives is making is n't just about the dominance of Nvidia GPUs. This is a massive memory supercycle and a supply bottleneck where demand outstrips capacity by 15 times.
The cost of high bandwidth is rising, but enterprise hyperscalers continue to increase their capital expenditures regardless. This is not a slowing market. This is an expanding ecosystem where pricing power is firmly entrenched behind critical infrastructure providers. Instead of chasing one volatile ticker after a report, I prepare to gradually invest in four key ecosystem companies on each drawdown.
I invest in a memory giant that controls the delivery of high-density bandwidth , a networking technology leader that manages data center traffic, an enterprise software giant that proves the monetization of AI, and a critical cooling system provider to support GPU clusters. When the market panics, the “ smart money” forms positions in the supply chain, which fuels the entire revolution.
First on the list—Micron Technology, ticker MU, the undisputed memory giant, located at the heart of this AI boom . While short-term market noise and pre-report jitters may cause temporary pullbacks, Micron's fundamentals are stronger than ever. More than 75% of Micron's revenue is concentrated in high-speed memory and DRAM, which are experiencing acute multi-year global shortages that are expected to last through 2027 and even 2028.
As AI demand outpaces overall capacity, the global high-speed memory market is accelerating at a staggering pace, and is projected to surpass $100 billion per year sooner than expected. Micron has a dominant position in this niche, rapidly scaling its next-generation HBM4 architecture and securing $22 billion in multi-year, upfront customer commitments .
In addition to high-speed memory modules, Micron's solid-state drive division recently generated over $5 billion in revenue in a single quarter, driving massive 361% year-over-year growth in its NAND business . Despite its huge operating potential, the company trades at fairly reasonable forward multiples, which protects it from overvalued valuations.
Any short-term dips caused by market volatility are great opportunities to accumulate shares in the physical memory manufacturer that powers the entire AI ecosystem. Moving on to our second asset, Broadcom Inc., ticker AVGO, is the undisputed foundation for networks. Although recent headlines about expanding customer- supplier relationships and short-term volatility have created pricing pressure.
The mainstream market misinterpreted the key thesis. Broadcom isn't just riding the wave of hardware. It is engaged in the custom development of specific XPUs and special accelerators that drive hyperscalers such as Google, Meta, and OpenAI. By carefully analyzing the fundamentals, we can say that Broadcom's performance remains exceptional.
Its semiconductor solutions division grew 79% year-over-year, and total quarterly revenue jumped nearly 48% to more than $22 billion, thanks to a stunning 143% jump in AI chip revenue. In addition to specialty chips, Broadcom dominates the networking landscape with its Tomahawk switches and Jericho routing platforms, providing the high-speed data links needed to prevent bottlenecks in massive GPU clusters.
Operating at an excellent 76% gross margin, Broadcom generates huge free cash flow while continuing to invest billions in strategic research and development. With management forecasting over $100 billion in revenue from AI chips by 2027, recent pullbacks offer an extraordinary entry valuation given the long-term growth trajectory .
Broadcom is an indispensable engine of specialized chips that connects the entire hardware architecture of AI. Moving from hardware to software, Palantir Technologies, ticker PLTR, serves as prime evidence of monetized demand for enterprise-grade AI . While hardware manufacturers build the physical infrastructure, Palantir acts as a critical orchestration layer that connects underlying AI models with enterprise data, management, and real-time execution.
Palantir's latest financial results prove that enterprise AI has officially moved from early experimentation to full-scale commercial deployment. Revenue grew 93% year- over-year to nearly $1.94 billion, driven by a stunning 149% jump in U.S. commercial revenue. Their focused training intensives have significantly shortened sales cycles, allowing clients to quickly turn pilots into multi-year contracts, bringing the total deal value to over $6.24 billion, with 73 individual deals exceeding $10 million each.
Palantir boasts a GAAP operating margin of 47% and an extraordinary adjusted free cash flow margin of 63%. 155%. These metrics demonstrate that Palantir is increasing profitability as revenue grows, rather than burning cash for artificial expansion. With annual revenue forecast topping $8.15 billion, any temporary consolidation in valuation creates an incredible opportunity to accumulate assets for the AI era’s premier enterprise intelligence platform.
Combining software deployment with physical infrastructure needs, Vertiv Holdings, ticker VRT, is a titan of critical cooling and power infrastructure that powers the entire physical layer of artificial intelligence. As next-generation GPU clusters push server rack densities to unprecedented thermal and electrical limits, conventional cooling methods are quickly becoming obsolete.
Vertiv provides the necessary liquid cooling units, refrigerant distribution systems, and high-voltage power architectures needed to support the operation of huge data centers without thermal overheating. Vertiv's deep partnerships with chipmakers in co- design have made the company a major infrastructure standard for future computing platforms.
By implementing 800V DC direct power architectures and closed-loop liquid cooling systems, Vertiv increases its content value per megawatt to nearly $3.75 million, enabling data center operators to eliminate energy conversion losses and reduce water consumption by up to 95%. Financial indicators reflect this insatiable demand.
Vertiv generated more than $3.27 billion in quarterly revenue, up 24% from last year, while adjusted earnings per share increased 60%. With a huge project portfolio of over $15 billion and strong cash conversion that generated $1.58 billion in free cash flow, management has repeatedly raised its annual guidance to $14 billion.
The recent decline in the sector has made the company's valuations very attractive, creating excellent conditions for accumulating shares of the indispensable physical cooling foundation for the AI revolution. Rounding out our list is Super Micro Computer, ticker SMCI, as a major server assembly partner directly linked to global GPU shipments .
Although legal uncertainty and past capital raisings have caused significant information noise, the core operating mechanism continues to double its business. Super Micro doesn't just assemble off- the-shelf hardware, it packs cutting-edge accelerators into dense liquid- cooled servers, reducing data center energy consumption by 40% and making its architectures indispensable for the largest hyperscalers.
Super Micro's operating performance reflects tremendous fundamental strength: quarterly revenue nearly doubled to more than $11.12 billion, and non-GAAP gross profit rose sharply to nearly 17.6%, driven by a higher- margin product mix. With an order backlog exceeding $60 billion and $7.5 billion of replenished cash on the balance sheet, management forecasts revenue growth to $72 billion as next- generation computing platforms are deployed.
Despite multi-billion dollar net income, the stock trades 7.6, indicating a significant valuation gap compared to other high-tech companies. This significant price reduction provides a huge margin of safety for long-term investors looking to benefit from the integration of physical servers that drives the development of artificial intelligence.
Nvidia's reporting will set the tone for the entire market, but the real advantage lies in the accumulation of assets by key ecosystem players that are driving this multi-year trend. Subscribe for real-time trading updates, leave your AI picks in the comments, and see you in the next review.
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