The AI Infrastructure Market Map
AI infrastructure is a vertical stack: chips, hyperscale capacity, model labs, apps. Value concentrates where supply is scarce. Read through the 2026 filings.
Founder & Tech Business Analyst
Colson is the founder of ColsonSuperApps LLC and Syrosin LLC, and a multi-product operator behind TYPEMUSE (consumer SaaS), PDF9to5 (B2B SaaS), and a mobile portfolio. He writes siliconcent from the operator's chair — dissecting the same unit economics in public filings that he runs internally: CAC payback, LTV/CAC, net revenue retention, and gross margin.
AI infrastructure is a vertical stack: chips, hyperscale capacity, model labs, apps. Value concentrates where supply is scarce. Read through the 2026 filings.
Gross margin sets the ceiling on CAC payback, R&D budget, free cash flow, and valuation. Two SaaS firms with equal revenue but 80% vs 55% margin aren't the same.
Usage-based pricing lifts net revenue retention but adds volatility. Seat-based is predictable but caps expansion. The choice is a strategy decision, not billing.
AWS revenue grew 20% but operating income only 14% in FY2025. The cloud reset is margin compression during the AI capex wave, read from the 10-K.
The App Store is the highest-margin slice of Apple's Services engine, and it's exactly the slice the EU DMA, Epic, and the DOJ are prying open.
Google's AI strategy isn't a better model, it's distribution: Search, Chrome, Android, Cloud. Read the playbook through Alphabet's filings and capex.
Apple Services revenue margin is 75.4%, turning a quarter of sales into 42% of gross profit. Read the margin engine through Apple's own FY2025 10-K.
The Netflix ad-supported tier isn't a discount: it's a margin-and-TAM play adding a second revenue stream per member. Read Netflix's own filings.
Meta's open-source AI strategy commoditizes the model layer, funded by a ~$200B ad engine. The full play, read through Meta's own SEC filings.
The Amazon Prime subscription flywheel: how a $49.6B fee buys frequency that monetizes through seller fees and ads, read through Amazon's filings.
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