Decoding the true industrial logic of
Advanced Packaging & IC Substrates.
Combining 16 years of manufacturing floor experience with a proprietary AI data engine to provide domestic and foreign fund managers with unfiltered semiconductor supply chain insights and investment frameworks.
Are you still using top talent for machine-level tasks?
In the battleground of capital and commerce, speed and depth determine the winner. Yet, inefficient legacy workflows are draining decision-makers.
Information Overload
Facing hundreds of pages of earnings call transcripts and reports daily, analysts lose their energy on inefficient data collection instead of high-value logical deduction.
Lack of Depth
General-purpose AI lacks domain know-how. Its analysis reads like Wikipedia, full of fluff and disclaimers, making it useless for real investment and business decisions.
Fragmented Workflows
Buying numerous AI tools without the ability to automatically connect them to internal databases. They devolve into glorified text generators requiring constant copy-pasting.
Solutions & Consulting
Providing institutional investors and enterprise clients with end-to-end support, from deep industry insights to AI workflow architecture.
AI-Driven Deep Research
Not just experience, but data. Using our proprietary AI agent system to cross-reference earnings calls, financials, and fab data in seconds for institutional-grade insights.
- ✓ ABF/BT Substrate Capacity Analysis
- ✓ CoWoS Supply Chain Dynamics
- ✓ Tech Upgrades & Margin Forecasting
AI-Driven Deep Research
Not just experience, but data. Using our proprietary AI agent system to cross-reference earnings calls, financials, and fab data in seconds for institutional-grade insights.
- ✓ Financial & Capacity Cross-referencing
- ✓ Eliminating General AI Fluff
- ✓ Stock Router Live Engine
Enterprise AI Training
Distilling the AI research workflows we use for top-tier funds into corporate training. Helping research teams and executives deploy their own AI Agent architectures.
- ✓ Research Workflow Automation
- ✓ Internal R&D Team Training
- ✓ Cost-effective Architecture
AI Agent Masterclass
Designed for white-collar professionals and creators. Learn to install the OpenClaw system in 1-click, breaking free from traditional chatbots to build time-saving private agents.
- ✓ Exclusive 1-Click Install Scripts
- ✓ Stock Router Hands-on Assembly
- ✓ Monetization & Productivity Strategies
More than software engineering,
it's an extension of hardcore industry logic.
We are not just a software company; we are a technical think tank with frontline manufacturing and capital market experience. We know where the alpha is in your industry, and how AI can help you capture it.
Industrial-grade Domain Knowledge
Tech experts who truly understand the hardcore logic of semiconductors (IC substrates, advanced packaging) and manufacturing, infusing AI with real Domain Know-how.
Custom AI Agent Workflows
From scraping and RAG to Multi-Agent collaboration, we build tailored, autonomously running digital brains for enterprises.
No-fluff Precision Output
Designed for institutional and C-level decision-makers. Stripping away filler words to hit the core. (e.g., our Stock Router system that generates precise buy/sell ratings in a single run).
Jerry (Zephyr)
Founder, Zephyrtech
16 Years on the IC Substrate Floor,
Translated into the Language of Fund Managers
"True insight never comes from piling up massive data; it comes from a profound understanding of the industry's underlying logic."
I am Jerry (Zephyr), founder of Zephyrtech. With 16 years of hands-on experience in the IC substrate industry, I have navigated the technological evolution and supply chain dynamics—from traditional high-end PCB, SLP (Substrate-Like PCB), and fine-pitch mSAP processes to ABF substrates, advanced packaging (CoWoS / EMIB / CoWoP), and Silicon Photonics (CPO). I haven't just observed these shifts from the sidelines; I've been on the manufacturing frontlines. My track record includes greenfield fab construction, direct technical interfacing with tech giants like Intel, and a deep command of next-generation Glass Substrate technology. Having actively resolved countless critical bottlenecks in yield, capacity allocation, and spec upgrades, I understand exactly how technical parameters translate into gross margins and investment alpha.
Core Value: Translating Tech Specs into Investment Alpha
I help the financial sector decode the structural dynamics of PCB substrate-ization and advanced packaging. From micro-level fab bottlenecks (e.g., laser drilling micro-trenches, mSAP fine-pitch limits, laminator lead times, specialized fiberglass shortages) and optical PCB spec upgrades to macro-level global AI server projections, advanced packaging architecture roadmaps (CoWoS / EMIB / CoWoP), and Silicon Photonics (CPO) patent moats, I turn obscure technical news from the fab floor into actionable commercial signals for institutional investors.
Target Audience: Top-Tier Capital Market Decision Makers
My primary clients include domestic and foreign fund managers and buy-side research teams. As a core industry consultant for the world's leading expert networks, GLG and AlphaSights, I bridge the gap between technical complexity and investment logic through deep-dive interviews, industry briefings, and bespoke research.
Tech Enablement: AI-Driven Research Brain
While serving institutional clients, I noticed that financial research is often bogged down by labor-intensive data gathering. To solve this, I merged engineering systems thinking with LLM technology to build a proprietary AI research architecture (Stock Router). It doesn't just parse financial data efficiently; it is hardcoded with semiconductor Domain Know-how, meaning the AI actually understands how the industry generates profit.
Latest Insights
Eternal (1717.TW): The Hidden Beneficiary of AI Infrastructure
The invisible winner in CoWoS / advanced packaging resins and underfills. Management guides for H2 2026 volume ramp...
Chienrung (5340.TW) Ruthless Analysis: Severely Overvalued
Stock Router v4.2 live test. P/E 100x+ far exceeds ITEQ. Currently restricted. Extreme valuation compression risk...
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