EXPERTISE

Topics backed by
operating experience,
not borrowed certainty.

Taiwan-based serial entrepreneur and operator focused on AI automation, e-commerce, cross-border business, and hospitality.

The goal of this page is simple: help editors see quickly where first-hand experience exists—and where it does not.

01

AI automation and AI agents

02

One-person companies and lean operating systems

03

E-commerce economics and paid acquisition

04

Entrepreneurship and company building

05

Capital raising and financial discipline

06

Business acquisitions and exits

07

Cross-border business in Taiwan and Japan

08

Hospitality operations

09

SEO, GEO and AI-search publishing systems

10

Scaling teams and operational systems

EVIDENCE BANK 1

AI

AI-01 · AI automation

Automation should begin with a repeatable operating rule, not a fashionable tool.

Meow Universe separates workflows, schemas, validation and human approval.
AI-02 · AI automation

The highest-value AI work often sits between judgment and execution.

Linear is used as an operational control layer for selected AI workflows.
AI-03 · AI agents

Agents need a narrow mandate, trusted data and a definition of done.

Production data work is separated from local development work.
AI-04 · One-person company

One person should own judgment while systems execute repeatable work.

External media submissions remain human-approved.
AI-05 · AI content

Content volume is a weak moat when text generation is cheap.

Authority OS adds evidence, attribution, citations and media relationships.
AI-06 · AI content

AI should draft from a claims registry instead of inventing support.

Public operating claims now carry explicit usage constraints.
AI-07 · AI operations

Automation cost includes exception handling, review and rollback.

Meow Universe governance treats validation and rollback as operating design.
AI-08 · AI operations

The fastest automation is not always the best automation.

Discovery and drafting can be automated while identity-sensitive submission stays manual.
AI-09 · SEO and GEO

AI-search visibility starts with being worth citing.

xmy.tw connects Person schema, media history and evidence-backed expertise.
AI-10 · AI systems

Small teams can borrow enterprise discipline without enterprise bureaucracy.

The operating stack uses task ownership, schemas, CI and controlled deployment.
EVIDENCE BANK 2

E-commerce

EC-01 · E-commerce

Revenue is not the same as financial resilience.

More than NT$2 billion cumulative e-commerce revenue, 2012–2022.
EC-02 · Paid acquisition

Marginal economics matter more than headline ROAS.

More than NT$400 million cumulative advertising spend.
EC-03 · Growth

Scaling exposes weak operating systems faster than it fixes them.

Led teams of more than 200 people.
EC-04 · Capital

Fundraising buys time and options, not unit economics.

Raised more than NT$100 million.
EC-05 · M&A

Buying a company becomes an operating problem after the transaction closes.

Public profile states XMY has acquired and integrated companies.
EC-06 · Exits

Selling a company changes the founder's incentives and definition of success.

Public profile states XMY has sold companies.
EC-07 · Financial discipline

Cash runway is a strategic constraint, not an accounting afterthought.

Public decision framework emphasizes cash flow, capital cost and risk boundaries.
EC-08 · Customer retention

Paid acquisition is fragile without reasons for customers to return.

Current work spans content, membership, CRM and retention systems.
EC-09 · Entrepreneurship

Failure matters only when its cost becomes a reusable decision rule.

Public positioning: serial failed entrepreneur / 連續失敗創業者.
EC-10 · Cross-industry execution

Value chains, cash flow and bottlenecks transfer better than industry jargon.

Public work spans finance, e-commerce, real estate, hospitality and AI.
EVIDENCE BANK 3

Taiwan & Japan

JP-01 · Japan market entry

Entering Japan is an operating-system problem, not a translation problem.

Current work includes Japan hospitality and cross-border projects.
JP-02 · Hospitality

Property economics change when the asset must operate as a hospitality business.

Current work treats operations and guest acquisition as core to the model.
JP-03 · Hospitality

Legal operability can be a harder constraint than location.

Legal operations are a recurring focus in current Japan hospitality research.
JP-04 · Cross-border business

A local partner matters when they own an operating capability, not just introductions.

Japan work separates local execution from Taiwan-side acquisition and content.
JP-05 · Taiwan and Japan

Cross-border expansion requires rebuilding assumptions, not copying the home-market playbook.

XMY works across Taiwan and Japan business contexts.
JP-06 · Hospitality demand

For group travel, the product is the shared stay experience, not just the room-night.

Current hospitality work includes group-oriented accommodation concepts.
JP-07 · Real estate

Operational capability can be a more durable edge than finding a cheap asset.

Public Japan hospitality thesis emphasizes operations over location alone.
JP-08 · Asia entrepreneurship

Asian operators can add evidence that differs from Silicon Valley assumptions.

Expert positioning is explicitly Taiwan-based and Asia-oriented.
JP-09 · Cross-border operations

Demand generation and local service delivery should be designed as one system.

Current projects connect Taiwan-side audience building with Japan-side operations.
JP-10 · Hospitality brand

A hospitality brand is an operating promise, not just a visual identity.

Current work connects guest experience, local management and acquisition channels.
MEDIA REQUEST

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Send the question, deadline, publication and the specific experience you need. I would rather decline a weak fit than manufacture expertise.

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