Amazon-first operator teams
For 5-30 person teams where signals are scattered, reporting is manual, and nobody sees the next priority fast enough.
English overview · one-on-one service
Custom AI workflows for cross-border ecommerce teams.
We help 5-30 person ecommerce teams turn scattered signals, manual summaries, and repeated follow-up into structured workflow outputs that support faster daily decisions.
This is a one-on-one customization service, built around your authorized data sources, team roles, and operating SOPs.
Amazon-first teamsNo public SaaS signupNo ROI guarantee
For the first call, do not send account passwords, API keys, full backend screenshots, identity documents, bank cards, or supplier cost sheets.
Service Scope
Team size
5-30 people
Delivery model
Custom, one-on-one
Typical timeline
1-4 weeks
Amazon-first teams are the current primary fit. Other cross-border scenarios can be discussed during diagnosis.
First output: a practical diagnosis of fit, priority workflow, rough scope, and next delivery path.
Who It Is For
Built for teams with real operational drag
Owner-led decision workflows
For founders and team leads who want daily decisions to come from structured signals instead of chat forwarding and repeated follow-up.
China-based cross-border execution
Built for teams running real ecommerce operations, not for generic AI demos or broad software rollouts.
What We Deliver
Not a template, not a generic AI stack
The output is a working flow tied to your actual team structure and decision habits.
01
Signal collection and classification across your existing sources
02
Feishu / Google Sheets / SOP-based workflow customization
03
AI-assisted daily briefings with concrete next actions
04
One-on-one delivery in 1-4 weeks depending on scope
Scenarios
Common workflow scenarios
Product and opportunity radar
Turn scattered market inputs into a ranked pipeline instead of another noisy spreadsheet.
Operations and ad decision flow
Push the right daily summaries and exceptions to the right owner instead of waiting for manual reports.
Founder visibility
Give the owner one short daily view: what matters today, what changed, and what should happen next.
How We Work
Diagnosis, design, delivery
01
Diagnosis first
We start from your team structure, data sources, pain points, and decision bottlenecks.
02
Workflow design
We map inputs, process rules, outputs, and owner actions. No vague automation for the sake of automation.
03
Delivery and proof
We validate against real samples and leave usable workflow outputs, not just a strategy deck.
Boundaries
What this is not
This is not a public SaaS product, not a public generative AI tool, and not a mass self-serve platform.
We do not promise sales growth, profit, ranking, ad ROI, or platform approval outcomes. Actual results depend on your team, data quality, and execution.
Current delivery is positioned as a one-on-one workflow customization service with diagnosis-led engagement.
Next Step
Start with a 30-minute workflow diagnosis
The diagnosis page is currently in Chinese, but you can still leave your team size, role, platform, and main pain point. That is enough to start the conversation.