Industry Analysis

AI Industry Map

In the AI industry chain, the hottest layer is often not the one that captures the most profit in the end. This report asks where the money flows first, where profits ultimately stay, and which assets become truly unavoidable once the hype is stripped away. It puts 60+ companies back onto one map so you can see the mismatch between the core chain, the diffusion layer, and the market’s favorite emotional trade.

Professional Workflow SaaS Paradigm Shift

INTU · ADBE · ADSK · PTC

Why is it that in professional workflow SaaS, the company with the hottest AI story is not always the one that deserves the biggest re-rating, while the first to fall behind is not always the one that looks weakest on the surface? This report asks what INTU, ADBE, ADSK, and PTC actually control: the entry point, the responsibility layer, the execution right, or just an old moat that still looks solid but is already starting to thin.

Semiconductor Equipment Comparative

AMAT · LRCX · ASML · KLAC

Why is the industry's only true monopoly not the best investment? Another giant, the 'Efficiency King,' is quietly winning the returns race through superior capital allocation and a much broader market reach.

SaaS Comparative

ADBE · INTU · ADSK · PTC

While the market fears AI will obsolete software giants like Adobe, they are becoming AI's essential left and right hands, turning the disruption into a deeper, more unbreakable moat.

Asymmetry & Cyber SaaS Pricing

CRWD · PANW · FTNT

In cyber warfare, offense is infinitely cheaper than defense. This transforms security from a cost center into a perpetual arms race, revealing a profound pricing misalignment for the SaaS "arms dealers".

NRR & SaaS Pricing

DDOG · NOW · SNOW · CRM

Wall Street's favorite metric, 120%+ Net Revenue Retention, often masks a deep value trap. The real story lies in pricing misalignment, where "customer success" fails to translate into shareholder value.