Panel weighs AI disruption, margin pressure and market risks
Speakers
Summary
- The market is transitioning from "Software 1.0" (CPU-based, deterministic) to "Software 2.0" (GPU-based, agentic), a shift that is currently underpriced.
- A "Software Apocalypse" is looming for incumbents due to impending margin compression; unlike traditional SaaS, AI agents incur significant marginal compute costs per action.
- Rising memory prices are creating a bifurcation in hardware: commodity producers (Memory) are seeing pricing power, while integrators (Cisco) are suffering margin erosion.
- Service-based "moats" (Tax planning, Real Estate services, Wealth Management) are at risk of deflationary pressure from AI, similar to the Amazon vs. Brick-and-Mortar disruption of the 90s.
Trade Ideas
"Cisco finally gets that 2000 high and then now it's pulled back... margin guidance, which was weaker than expected." Cisco is an integrator. They buy components (memory) to build boxes. When component costs rise (inflation) and they cannot fully pass that on to customers, their gross margins compress. They are on the wrong side of the hardware inflation trade. Avoid hardware integrators suffering from rising input costs. Cisco successfully raises prices to offset input costs faster than expected.
"Investors are now beginning to separate out the builders of the infrastructure of this AI from the potential applications... One's likely to do much better than the other." In a gold rush, sell shovels. The "Builders" (Infrastructure) have tangible demand right now. The "Applications" (Software) face uncertain monetization and margin compression. The safe trade is the infrastructure layer. Long the builders of the physical and digital AI backbone. Overbuilding of infrastructure leads to a capacity glut (similar to fiber in 2000).
Paul Hickey
Co-Founder, Bespoke Investment Group
"Margin guidance [for Cisco] was weaker than expected. And the culprit there is memory... It's been great for SanDisk. It's been great for Western Digital." One company's expense is another company's revenue. If Cisco is complaining about high memory costs crushing their margins, that explicitly means memory producers (Micron, Western Digital) are exercising pricing power and expanding their margins. Long the commodity producers (Memory) who have pricing leverage. Cyclical downturn in semiconductor demand or oversupply in late 2025.
Peter Boockvar
Chief Investment Officer, BFG Wealth Partners
"Fees are going to come down... If you're in a services business and fees are associated with the moat that you've built, AI is going to chip away at that... Tax planning, wealth management, now real estate services." AI acts as a deflationary force for white-collar services. Companies that rely on human capital to perform tax (Intuit) or real estate (CBRE/JLL) tasks will face intense price competition from automated AI agents, destroying their "fee-based moats." Short service-heavy sectors susceptible to AI automation. These incumbents successfully integrate AI to reduce their own headcount costs, maintaining margins.
Up Next
This CNBC video, published February 12, 2026, features Paul Hickey, Peter Boockvar discussing CSCO, BOTZ, MU, WDC, INTU, CBRE, JLL. 4 trade ideas extracted by AI with direction and confidence scoring.
Speakers: Paul Hickey, Peter Boockvar · Tickers: CSCO, BOTZ, MU, WDC, INTU, CBRE, JLL