DataFlowForever
DataFlowForever

About

Hangzhou DataFlowForever Technology Co., Ltd.

We provide growth services across four stages of the cross-border ecommerce journey: Acquire, Convert, Engage, and Optimize. The goal is not more tools, but a working connection between problems, data, action, and review that the client team can continue to use.

Brand idea

Data · Aggregate · Forever · Flow

Data has a home, becomes fact, accumulates over time, and keeps moving.

Data

Data is the source of fact. Every decision starts here — not in a meeting room.

Aggregate

Scattered numbers become one shared truth — same metrics, same definitions, same source.

Forever

Short-term wins still matter. But operational learning, model intelligence and brand reputation accrue over years.

Flow

Data must keep moving — ingest, analyze, write back to ads / products / emails, then feed results back.

Founder

YC: bringing systems thinking into cross-border growth

YC is the founder of DataFlowForever and FosterFlow. For nearly two decades, he has worked across advertising, cross-border commerce, payments, marketplaces, and marketing automation with one consistent focus: turning complex problems into systems that run reliably and improve over time.

Before founding the current companies, he worked on and led engineering across Alibaba.com advertising, Tmall technology, AliExpress global architecture and engineering, Alipay US, and Shopee Marketplace. His experience spans core architecture and engineering organizations of more than 100 people, including multi-market systems, regional infrastructure, transaction consistency, and cross-functional execution.

Today he applies that systems background closer to commercial outcomes: connecting ads, product data, customer data, email, and attribution, then turning validated methods into FosterFlow product capabilities and DataFlowForever services.

Cross-border paid-media operations

US$30M+ / approx. RMB 200M

Hands-on management of more than US$30 million—approximately RMB 200 million—in cumulative paid-media spend for cross-border independent sites.

Long-term focus
Cross-border commerce, advertising, payments, and marketing automation
Systems background
Global architecture, transaction systems, and 100+ person engineering organizations
Current work
Turning data, AI, and growth operations into executable systems

Education: Bachelor's degree from Northeastern University and master's degree from Zhejiang University, both in Computer Software Engineering

View LinkedIn profile
Cover of the Chinese-language book Large-Scale System Application Architecture in Practice

Lead author

《大型系统应用架构实战》

A Chinese-language book on deployment, resilience, and performance optimization

Founder note

Clarify the problem before choosing the tool.

I want every DataFlowForever engagement to begin with a real business problem worth solving. Technology, AI, and automation only become useful once the problem, owner, and measure of success are clear. We will explain complexity plainly and be candid when the right next step is to wait.

YC

Our Affiliates

Sibling brands, shared roots

DataFlowForever and FosterFlow are sibling brands with the same founder, team, technology foundation, and values. Their products and delivery models differ; they are not a parent-subsidiary group.

FosterFlow

Email‑automation SaaS for Shopify merchants.

fosterflow.ai
DataFlowForever

Growth methods, bounded service capabilities, and operating partnerships for cross-border teams (this site).

Principles

What we hold ourselves to

Your data, your asset

We prefer client-owned accounts and define ownership and access boundaries for data, configuration, and deliverables in each engagement. We do not sell client data or use it to train public models; access is revoked and assets are handed over as agreed.

Delivery the team can take over

Beyond the immediate work, we leave agreed definitions, configuration, reports, Playbooks, or handover notes. A client should not lose the ability to operate when an external engagement ends.

Plain language by default

Every service spells out an analogy, the deliverables, who it fits and how it's priced — customers shouldn't be hostage to jargon. If you can't understand it, we won't sell it to you.

AI is a tool, not a slogan

Agents go where they consistently raise efficiency and quality — audit, diagnosis, reporting, content compliance. Any change to live ads, products or emails defaults to human review.

Contact us

Start with one growth problem

This takes about three minutes. No complete report pack is required; we reply within one business day and recommend the right starting point.

We never share your information.