Client Case Library

Public Enterprise AI Implementation Cases

A library of 22 public cases covering GEO, content operations, WorkBuddy training, workflow design, AI agents, global social media and product development. Project metrics follow the disclosures on each case page.

22 case studies

All Client Cases

Rongshang Civil Service Exam Training · Full-Spectrum LLM Keyword Coverage
GEO Customer AcquisitionEducation and Training

Rongshang Civil Service Exam Training · Full-Spectrum LLM Keyword Coverage

Full-spectrum GEO keyword placement secured traffic entry points across LLM platforms and traditional search, attracting high-intent local leads.

1:20Return on investment
40+Converted customers acquired
30%Lead conversion rate
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Junbo Summer Camp · Full-Spectrum Search Optimization Across Eight Pearl River Delta Cities
GEO Customer AcquisitionEnrichment Education

Junbo Summer Camp · Full-Spectrum Search Optimization Across Eight Pearl River Delta Cities

Multi-channel, full-spectrum keyword optimization across eight Pearl River Delta cities delivered a steady daily flow of enquiries during peak summer-camp enrollment and doubled acquisition efficiency.

8 citiesFull Pearl River Delta coverage
6–10/daySteady daily enquiries
60%-80%Enquiry conversion rate
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Qingqingzhuang · Xiaohongshu Managed Operations
China Content OperationsEmerging Home-Renovation Brand

Qingqingzhuang · Xiaohongshu Managed Operations

End-to-end Xiaohongshu content operations generated high-intent enquiries at scale in the comments and delivered steady monthly customer acquisition and sales.

200+Monthly leads
1000+Monthly direct messages
RMB 300,000+Transaction value per customer (RMB)
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Lifespace Probiotics · No. 1 in Its Xiaohongshu Category
China Content OperationsFunctional Foods

Lifespace Probiotics · No. 1 in Its Xiaohongshu Category

Full-service Xiaohongshu operations helped the probiotic brand reach No. 1 in its category while growing both branded-keyword visibility and in-platform sales.

180M+Total impressions
355%Official-account follower growth
1338%In-platform sales growth
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Tencent Licaitong · Full-Service Xiaohongshu Campaign Marketing
China Content OperationsFintech

Tencent Licaitong · Full-Service Xiaohongshu Campaign Marketing

A dual-track campaign around key financial-planning moments delivered a breakout-post rate far above the industry average and built a content-seeding presence for a mass-market wealth-management product.

3000W+Dual-track campaign impressions
58.6%Breakout-post rate
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Traditional Manufacturer · End-to-End AI Enablement
WorkBuddy TrainingExport ManufacturingWorkflow Design

Traditional Manufacturer · End-to-End AI Enablement

Company-wide WorkBuddy deployment and scenario-based practical training improved efficiency across high-frequency business workflows.

+98%Faster Amoeba payroll calculation (4 hours → 5 minutes)
-90%Cross-system order query time (hours → seconds)
+50%Faster export-email response
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Legal Services Firm · Faster Document and Evidence Work
WorkBuddy TrainingLegal ServicesAI Agents

Legal Services Firm · Faster Document and Evidence Work

A law firm with more than 500 people introduced an AI copilot to accelerate batch document generation and evidence organization, doubling per-person capacity.

MinutesBatch legal-letter generation (previously hours)
+80%Increase in document output
-50%Administrative hours for evidence organization
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Light-Aesthetics Chain · Individualized Operations Across 2,000+ Stores
WorkBuddy TrainingChain RetailWorkflow Design

Light-Aesthetics Chain · Individualized Operations Across 2,000+ Stores

Head-office SOPs became reusable Skills for every store, regional managers gained real-time mobile operating reports, and AI automatically generated differentiated marketing materials.

2000+Stores covered
Store-specificAI-generated differentiated marketing materials
Real timeMobile operating reports for regional managers
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Short-Drama and Motion-Comic Client · Industrialized Hit Production
WorkBuddy TrainingShort-Drama MCNAI Agents

Short-Drama and Motion-Comic Client · Industrialized Hit Production

An AI Agent covered topic selection, production, media buying and review, lifting both hit-topic accuracy and advertising ROI.

70%+Topic hit rate (previously 40%)
3–5×Increase in advertising ROI
5 minData-report generation (previously 4 hours)
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Bulk-Trading Group · AI Benchmark for an RMB 80 Billion Business
WorkBuddy TrainingBulk TradingWorkflow Design

Bulk-Trading Group · AI Benchmark for an RMB 80 Billion Business

Ready-to-use WorkBuddy plus a privately deployed open-source LLM on self-hosted GPUs created a group-level AI benchmark that kept data inside the enterprise.

RMB 80BClient annual revenue (RMB)
PrivateDeployment that keeps data inside the enterprise
Company-wideCoverage across sales, insights and documents
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Knowledge-Commerce Platform · Distilling Expert Knowledge into an AI Adviser
WorkBuddy TrainingKnowledge CommerceAI Agents

Knowledge-Commerce Platform · Distilling Expert Knowledge into an AI Adviser

Expert knowledge was distilled into an AI adviser, reducing the content-production cycle from weeks to hours and substantially lowering team costs.

2–3 hoursContent-production cycle (previously 2–3 weeks)
+95%Production-efficiency improvement
-80%Team cost (3–5 people → 1 person + AI)
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US Cross-Border Yoga-Apparel Brand · $300,000 Monthly Sales with a One-Person Team
Global CampaignsCross-Border E-Commerce

US Cross-Border Yoga-Apparel Brand · $300,000 Monthly Sales with a One-Person Team

A one-person team used a cross-border commerce agent to operate a US yoga-apparel brand, applying AI across content, media buying and conversion workflows.

US$300KStable monthly revenue
1 personOperating team size
End to endAI across content, media buying and conversion
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Liby Brand Membership Service Platform
Product DevelopmentHousehold and Personal Care FMCG

Liby Brand Membership Service Platform

A brand membership service platform for Liby, a leading household-care brand, supported member operations and marketing campaigns.

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Taikoo Hui Premium Member Event Platform
Product DevelopmentCommercial Real Estate

Taikoo Hui Premium Member Event Platform

A premium member event platform for the high-end Taikoo Hui shopping complex supported member benefits and event operations.

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Kangmei Chinese Medicine City Supply-and-Demand Platform
Product DevelopmentHealthcare and Pharmaceuticals

Kangmei Chinese Medicine City Supply-and-Demand Platform

A supply-and-demand publishing and matching platform for the Chinese medicinal-materials industry connected upstream and downstream merchants.

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Biolight Corporate Website
Product DevelopmentMedical Devices

Biolight Corporate Website

A corporate website for listed medical-device company Biolight established a professional digital brand presence.

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Sinexcel Corporate Website
Product DevelopmentPower Electronics

Sinexcel Corporate Website

A corporate website for listed power-electronics equipment company Sinexcel balanced brand presentation with its investor-facing image.

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Guangdong Communication Polytechnic Website
Product DevelopmentEducational Institution

Guangdong Communication Polytechnic Website

An official website for the vocational college supported public information, admissions promotion and campus services.

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Hopefluent Real Properties Digital Services
Product DevelopmentReal Estate Brokerage

Hopefluent Real Properties Digital Services

Digital product development for established real estate brokerage Hopefluent Real Properties supported the digital operation of its online business.

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real soon Brand Digitization
Product DevelopmentFashion Brand

real soon Brand Digitization

Online product development for fashion brand real soon supported the creation of the brand’s digital touchpoints.

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Korean Community Marketplace
Product DevelopmentCross-Border E-Commerce

Korean Community Marketplace

Marketplace product development services were provided to a Korean community marketplace to support its community-commerce operations.

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Mobile Photography Community
Product DevelopmentContent Community

Mobile Photography Community

Product development for a mobile photography community supported photo sharing and community interaction.

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