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Combine by scenario, not by catalogue

Each product line works on its own, and they combine by scenario. The four combinations below come from questions we actually get, not from a product catalogue.

Four common scenarios

Each scenario names the product lines involved and how far we can take it today.

01

Cross-border teams: settlement and leads both stuck

  • Collections and reconciliation run on spreadsheets and never balance at month end
  • Overseas enquiries arrive and nobody follows up
  • The two sides do not share data, so nobody knows which channel actually brought the customer

StarHub international settlement + Muxue AI lead generation

StarHub handles reconciliation, Muxue handles enquiries. The two sides stay separate; we do not claim automatic integration.

02

Ad budget, but sales cannot keep up

  • Spend produces volume every month, and leads pile up unqualified
  • Salespeople spend their day on people who were only asking
  • No way to tell which channel deserves more budget

Muxue AI lead generation

AI covers outreach, qualification and scoring; sales pick up only leads already marked as valid.

03

Content ambitions, limited capacity

  • Short video and community channels need constant output, with a small team
  • The same line appears everywhere and stops working
  • Content earns views but never becomes a lead

Jiutian Xuanhua + Muxue AI lead generation

Jiutian Xuanhua carries the content format; lead generation turns content traffic into qualified leads. Its entry sits on the product page — scan the code with WeChat.

04

An engineering team building agents in-house

  • Business teams request agents faster than engineering can ship
  • Every agent rewrites the same integration and deployment work
  • Nobody owns the runtime once it goes live

Agent software automation platform

The platform turns development, delivery and operations into reusable capability. Exact boundaries follow the platform pages.

Selection basis

Where people step in: from three points to one

This table does not claim we are best. It states what each route is good at and what each leaves unsolved. The right choice depends on whether you lack execution, management or judgement.

Structure comparison: manual pipeline versus AI operation Both funnels show stage structure and where people step in, not measured conversion data. WHERE HUMANS ARE NEEDED A · Manual pipeline A person at every stage; lead quality is known last Impressions AI and human mixed Signup AI and human mixed Valid lead Human step B · AI operated First two stages by AI; sales join at the third Impressions Automated by AI Signup Automated by AI Valid lead Handover Funnel widths illustrate structure only, not measured conversion.
Funnel widths illustrate structure only and represent no measured conversion rate.

Selection basis

DimensionMuxue AI lead generationTraditional CRMOutsourced operationsData tool only
Strongest atGetting a lead to the point where sales can call itFull-lifecycle customer management, permissions and process discipline, mature ecosystemNo effort for you, people execute, visible results quicklyCheap, fast to adopt, good-looking dashboards
Leaves unsolvedNo full CRM, no outsourced operations, no promised conversion numbersEverything before the lead arrives, so sales still qualify by handData and strategy sit with the vendor, so switching is expensiveTells you what happened, changes no execution
Who does the workAI does three stages, sales do handoverSales enter and follow up themselvesThe vendor team executesYou read the data and decide
Data ownershipLands in your own accountStays in your own systemMostly on the vendor sideDepends on the vendor storage policy
Choose it whenLead volume exists, sales cannot qualify fast enough, and you need explainable judgementYou have a sales team and lack process and disciplineYou have no execution capacity and accept outsourced strategyYou only want to see the data before changing execution

Qualitative comparison on selection dimensions. No quantitative promises.

When we are not the right fit

Stating the limits plainly is more useful than three extra advantages.

A good fit when

  • Leads already arrive steadily and the gap is qualification and handover
  • You are willing to review data weekly and adjust strategy
  • You accept AI for standardisable stages and people for the last step
  • Cross-border business needs both settlement and lead generation

Not a fit when

  • You want full outsourcing with no involvement
  • You need a committed conversion or closing number
  • You want AI to negotiate, sign and visit prospects
  • You only need a CRM to store customer records

Describe the scenario, then we judge the fit

Write down the industry, the current state and where it breaks. If it does not fit, we say so.

Start with the scenario

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