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.

HBM and Korea Memory Cycle Reflexivity

SK Hynix · Samsung Electronics · Micron · Korea Memory Cycle

AI data-center demand is pushing HBM, server DRAM, and enterprise SSDs to priority supply, while traditional DRAM, NAND, and consumer storage get squeezed; Korea then amplifies the real cycle through inventory, margin financing, index concentration, and social attention.

HBM Leveraged ETF and Premium Risk

HBM leveraged ETFs · Daily compounding · ETF premium risk

As the HBM cycle heats up, investors are no longer trading only SK Hynix, Samsung, and Micron; they are also expressing the same memory-cycle thesis through SOXL, MUU, CSOP 7709, KODEX, TIGER, DRAM, and high-premium cross-market ETFs.

AI Data Center Power Chain Strategy Report

AI Data Center Power Chain · Rubin · 800VDC · Near-Chip Power Delivery

A free strategy report on the AI data-center power chain, mapping generation, interconnection, heavy electrical equipment, Power Rack, BBU, liquid cooling, DC protection, GPU VRM, DrMOS, TLVR, and MLCC in the 800V and Rubin era.

AI Power Infrastructure Investment Map

AI Data Center Power Infrastructure · Liquid Cooling · Electrical Equipment · Nuclear PPA

AI power infrastructure is not one single trade, but a realization chain across rack-level liquid cooling, electrical equipment, construction, gas turbines, and nuclear PPAs. This report maps project conversion, bottleneck duration, cash conversion, and valuation prepayment across VRT, ETN, GEV, POWL, HUBB, NVT, MOD, PWR, FIX, TLN, VST, CEG, NRG, and related names.

AI Infrastructure Opportunities (2): Where Revenue Comes From in the 800V Power Chain

NVIDIA Rubin · 800V AI Data Center Power Chain Series 2

The second Rubin and 800V series report breaks down rack-level revenue pools, external power and liquid-cooling value, semiconductor revenue paths, company commercialization progress, valuation pressure, and validation signals.

AI Infrastructure Opportunities (1): NVIDIA Rubin and 800V Power Chain

NVIDIA Rubin · 800V AI Data Center Power Chain

NVIDIA Rubin pushes AI data centers from server expansion toward high-density power systems. This report maps the 800V architecture, revenue-recognition order, 29 supply-chain companies, expectation gaps, and validation signals.

US Consumer Stock Investment Map

US Consumer Stock Investment Map · Retail · Restaurants · Payments · Channels

U.S. consumption has not collapsed, but it is not a single recovery line either. This industry map follows household budget migration, channel concentration, inventory repair, and FCF per share across WMT, COST, TJX, LULU, HD, CELH, KDP, STZ, and other consumer stocks.

AI Agent Software & SaaS Trend

ServiceNow · Intuit · Veeva · Salesforce · Adobe · Workday · Snowflake

AI agents will not uniformly destroy SaaS, nor uniformly strengthen it. This trend report reframes software value from UI, seats, and features into state change, write-back rights, responsibility governance, outcome attribution, and FCF per share, screening which companies may become the responsibility operating layer of the agent era.

AI Agent Memory & Semiconductor Equipment Cycle

This AI Agent hardware-chain report maps how enterprise inference demand flows through cloud capex, GPU/ASIC/HBM procurement, DRAM/NAND inventory, WFE orders, and semiconductor equipment financial quality before it becomes an investable memory and equipment-cycle signal.

AI Software Platform Control-Point Comparison

DDOG · NOW · CRM · SNOW

They all look like AI software platforms, but DDOG, NOW, CRM, and SNOW sit at four very different profit layers. The real question is who owns the write-back layer, the pricing power, and where the new value actually stays.

Professional Workflow SaaS Paradigm Shift

INTU · ADBE · ADSK · PTC

Why does the hottest AI story in professional workflow SaaS not always deserve the biggest re-rating? This report compares four distinct control points across INTU, ADBE, ADSK, and PTC: responsibility, governance execution, default workflow entry, and enterprise content platforms.

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.