Note: To protect client confidentiality, the following cases have been anonymized and show only industry and scenario value.
Smart ManufacturingA hardware manufacturer (≈120 employees)
AI Inspection & Smart Scheduling Assistant
Deployed an AI inspection and scheduling assistant for a small hardware factory, enabling smart upgrades at low cost.
Pain Points
- Time-consuming manual inspection with high missed-defect rates
- Fluctuating orders with experience-based scheduling
- Little data accumulation for fine-grained management
Solution
- ✓AI vision inspection that auto-detects common defects
- ✓Smart scheduling suggestions based on order history
- ✓Lightweight dashboard for real-time production visibility
+200%
Inspection efficiency
+50%
Scheduling efficiency
Vision InspectionSmart SchedulingLightweight
View full case →Smart ManufacturingAn electronic components factory (≈90 employees)
AI Surface Defect Detection System
Deployed AI surface defect detection to replace manual inspection, sharply cutting missed defects and rework.
Pain Points
- Tiny parts and subtle defects cause fatigue and missed catches
- Inconsistent inspection standards and frequent complaints
- High rework and scrap costs
Solution
- ✓High-precision AI vision covering 20 subtle defect types
- ✓Auto-archived results with quality reports
- ✓Line integration with auto-stop alarms on anomalies
+300%
Detection efficiency
Vision DetectionQuality ControlLine Integration
View full case →Smart ManufacturingA lighting factory (≈80 employees)
AI Scheduling & Inventory Forecasting
Built scheduling and inventory forecasting models for a lighting factory to ease seasonal order volatility.
Pain Points
- Large seasonal order swings make scheduling reactive
- Raw-material inventory overstocking or shortages
- Experience-based delivery promises with default risk
Solution
- ✓Smart scheduling based on historical orders
- ✓Demand-driven safety-stock recommendations
- ✓Delivery alerts and capacity-balancing dashboard
+45%
Scheduling efficiency
Smart SchedulingForecastingDelivery
View full case →Smart ManufacturingA plastic mold factory (≈60 employees)
Predictive Maintenance Platform
Built a predictive maintenance platform to shift from reactive repair to early warning, cutting downtime losses.
Pain Points
- Sudden equipment failures with heavy downtime
- Maintenance relies on veteran experience
- No data collection and rough maintenance plans
Solution
- ✓Sensor data collection and real-time monitoring
- ✓Failure-prediction models with early warnings
- ✓Smart maintenance plans and spare-part reminders
Predictive MaintenanceMonitoringCost Saving
View full case →E-commerce & RetailA Taobao/Douyin seller (30-person team)
AI Customer Service & Content Assistant
Built an AI customer-service and marketing-content assistant so a small team can run multiple stores efficiently.
Pain Points
- High inquiry volume with limited staff
- Time-consuming product copy and assets
- Repetitive multi-platform operations
Solution
- ✓AI customer service with 24/7 auto-reply and smart handoff
- ✓AIGC for product copy and marketing assets
- ✓One-click multi-platform content distribution
AI SupportAIGCMulti-platform
View full case →E-commerce & RetailAn Amazon seller (25-person team)
AI Multilingual Listing Generator
Deployed a multilingual listing generator to produce high-quality localized product pages in bulk.
Pain Points
- High manual translation costs for listings
- Slow new-product launches miss traffic windows
- Weak keyword coverage lowers search ranking
Solution
- ✓Auto-generation of titles, bullets and descriptions
- ✓Competitor analysis and keyword placement tips
- ✓Bulk A/B version generation and testing
Multilingual GenListing SEOKeywords
View full case →E-commerce & RetailA fashion store (15-person team)
AI Livestream Clips & Short Video
Built an AI livestream-clipping and short-video pipeline to unlock the long-tail value of live content.
Pain Points
- Live content goes unused with low reuse
- Shortage of video editing staff
- Homogeneous ad assets
Solution
- ✓Auto-detection and clipping of highlight moments
- ✓Auto-generated selling-point captions and scripts
- ✓Batch adaptation to multi-platform formats
Live ClipsShort VideoContent Reuse
View full case →E-commerce & RetailA home goods e-commerce (20-person team)
AI Service QA & After-sales Assistant
Deployed a service-QA and after-sales assistant to improve service consistency and resolution speed.
Pain Points
- Uneven customer-service quality
- Slow after-sales handling with bad-review risk
- Complex returns with high communication costs
Solution
- ✓Full customer-service conversation QA and scoring
- ✓Smart after-sales ticket classification and scripts
- ✓Automated return-and-exchange guidance
Service QAAfter-salesQuality
View full case →Restaurants & StoresA restaurant chain (15 stores)
Smart Ordering & Member Operations
Deployed an AI ordering and member-operations system for a restaurant chain to boost efficiency and repeat visits.
Pain Points
- Long queues at peak hours
- Manual member operations with low repeat rates
- Scattered store data with no unified analysis
Solution
- ✓AI smart ordering with personalized recommendations
- ✓Member tagging and automated marketing
- ✓Unified multi-store business dashboard
Smart OrderingMember OpsDashboard
View full case →Restaurants & StoresA tea-drink chain (20 stores)
AI Franchise Operations Assistant
Built a franchise operations assistant for a tea-drink chain to unify standards and boost store quality.
Pain Points
- Hard to unify franchise store standards
- Costly, slow headquarters inspections
- Store issues are detected late
Solution
- ✓Smart Q&A on standard operating procedures
- ✓Photo-based store self-check with AI recognition
- ✓Auto anomaly alerts and supervisor dispatch
Franchise OpsSelf-checkStandardization
View full case →Restaurants & StoresA seafood restaurant (3 stores)
AI Reservation & Kitchen Scheduling
Deployed an AI reservation and kitchen-scheduling system to balance traffic and staffing at peak times.
Pain Points
- Missed reservation calls and low table turnover
- Kitchen staffing out of sync with traffic
- Slow serving at peak hours with many bad reviews
Solution
- ✓AI reservation consultation and smart seating
- ✓Traffic-forecast-driven smart shift planning
- ✓Serving progress dashboard and peak alerts
Smart BookingSchedulingForecasting
View full case →Restaurants & StoresA bakery chain (8 stores)
AI Member Retention & Holiday Marketing
Built a member-retention and holiday-marketing system for a bakery chain to lift member value and holiday sales.
Pain Points
- Coarse member tags and imprecise outreach
- Time-consuming holiday campaign planning
- Low repeat rates with many dormant members
Solution
- ✓Member segmentation and preference tags
- ✓Auto-generated holiday copy and campaigns
- ✓Automated dormant-member reactivation
Member OpsHoliday MarketingRetention
View full case →Education & TrainingA training provider (3,000+ students)
AI Teaching Assistant & Content Generator
Built an AI teaching assistant and content-generation platform for a training provider to cut costs and boost efficiency.
Pain Points
- High curriculum production costs
- Student Q&A consumes teachers' time
- Slow lead-gen content output
Solution
- ✓AI teaching assistant for auto Q&A and grading
- ✓Auto-generation of outlines, handouts and question banks
- ✓Batch generation of marketing copy and assets
AI Teaching AssistantContent GenCost Saving
View full case →Education & TrainingA coding school for kids (800+ students)
AI Homework Grading & Learning Reports
Deployed a homework-grading and learning-report system to ease teacher load and improve parent communication.
Pain Points
- Time-consuming coding homework grading
- Hard to quantify student progress
- Frequent, repetitive parent communication
Solution
- ✓Auto grading and feedback for coding homework
- ✓Auto-generated learning profiles and growth reports
- ✓Auto-pushed parent communication and reports
GradingLearning ReportsParent Comms
View full case →Education & TrainingA vocational training provider (1,500+ students)
AI Resume Coaching & Mock Interviews
Built an AI resume-coaching and mock-interview assistant to improve students' job-search success.
Pain Points
- High manual cost of resume coaching
- Limited mock-interview scenarios
- Slow job-search feedback for students
Solution
- ✓Smart resume optimization and job matching
- ✓AI mock interviews with follow-up questions
- ✓Auto-generated interview review reports
Resume CoachingMock InterviewJob Search
View full case →Education & TrainingA K12 tutoring center (2,000+ students)
AI Mistake Notebook & Score Boosting
Built an AI mistake-notebook and personalized score-boosting plan for a K12 tutoring center.
Pain Points
- Time-consuming mistake collection with low reuse
- Large student gaps make tiered teaching hard
- Hard to quantify improvement
Solution
- ✓Auto mistake collection and similar-problem recommendation
- ✓Personalized weak-point diagnosis and study paths
- ✓Auto-generated stage learning reports
Mistake NotebookPersonalized TutoringScore Boost
View full case →Cross-border TradeA trading company (20-person team)
AI Translation & Lead-gen Assistant
Built an AI translation and lead-gen assistant for a trading company to break language and labor bottlenecks.
Pain Points
- High multilingual communication costs
- Time-consuming lead screening
- Repetitive quotes and documents
Solution
- ✓AI multilingual translation and business email generation
- ✓Automatic lead screening and outreach
- ✓Auto-generation of quotes and product documents
AI TranslationLead-genTrade
View full case →Cross-border TradeA 3C electronics exporter (18-person team)
AI Quoting & RFQ Response
Built an AI quoting and RFQ-response assistant for a 3C exporter to answer inquiries faster and win more orders.
Pain Points
- Large RFQ volume with slow responses
- Complex, error-prone quote calculations
- Late follow-ups with high lost-order rates
Solution
- ✓Smart RFQ parsing and requirement extraction
- ✓Auto quote calculation and generation
- ✓Follow-up reminders and script suggestions
RFQ ResponseSmart QuotingFollow-up
View full case →Cross-border TradeA garment exporter (15-person team)
AI Sample Images & Catalog Generation
Built a sample-image and catalog generation pipeline for a garment exporter to speed up sample communication.
Pain Points
- High costs for sample photography and retouching
- Long catalog production cycles
- Fast style updates outpace asset creation
Solution
- ✓AI image retouching and multi-background generation
- ✓Auto catalog layout and generation
- ✓Bulk updates for new styles
Image GenCatalogsCost Saving
View full case →Cross-border TradeA hardware exporter (12-person team)
AI Multilingual Website & Inquiry Follow-up
Built a multilingual website and inquiry follow-up system for a hardware exporter to lower the overseas acquisition barrier.
Pain Points
- Chinese-only website that overseas buyers can't read
- Scattered inquiries that are easily missed
- Limited foreign-language skills on the team
Solution
- ✓Auto-generated multilingual website content
- ✓Unified inquiry management with chat translation
- ✓Auto task reminders and script generation
Multilingual SiteInquiry MgmtAcquisition
View full case →Healthcare ClinicsA dental clinic chain (8 branches)
AI Appointment & Record Management
Deployed an AI appointment and record-management assistant for a dental clinic chain to improve patient experience and operations.
Pain Points
- Manual appointment calls with missed leads
- Time-consuming, inconsistent medical records
- Manual follow-ups and reminders
Solution
- ✓AI appointment consultation and smart scheduling
- ✓Voice-to-text records with structured filing
- ✓Automated follow-ups and revisit reminders
AI AppointmentRecord ManagementPatient Ops
View full case →Healthcare ClinicsAn aesthetic clinic (3 branches)
AI Consultation & Post-op Follow-up
Deployed an AI consultation and post-op follow-up assistant to lift conversion and client satisfaction.
Pain Points
- High inquiry volume with manual conversion
- Late post-op follow-ups with complaint risk
- Scattered client records
Solution
- ✓AI consultation and needs assessment
- ✓Auto-scheduled post-op follow-up and care
- ✓Unified client records with tagging
ConsultationPost-op CareClient Mgmt
View full case →Healthcare ClinicsA TCM clinic (2 branches)
AI Appointment & Health Records
Built an appointment and health-record system for a TCM clinic to improve consultation efficiency and patient stickiness.
Pain Points
- Paper-based bookings that are easily missed
- Time-consuming constitution assessment and records
- Missing revisit and treatment-cycle reminders
Solution
- ✓AI appointment and smart scheduling
- ✓Auto-generated constitution questionnaire and records
- ✓Automated treatment-cycle and revisit reminders
Smart BookingHealth RecordsStickiness
View full case →Healthcare ClinicsA health check center (2 branches)
AI Report Interpretation & Follow-up
Deployed a report-interpretation and follow-up assistant to make health checks more thoughtful.
Pain Points
- Insufficient staff for report interpretation
- Late follow-up on abnormal indicators
- Low client recheck rates
Solution
- ✓AI report interpretation with health advice
- ✓Graded follow-up reminders for abnormal indicators
- ✓Personalized recheck and health-management plans
6×
Interpretation efficiency
Report ReadingFollow-upHealth Mgmt
View full case →Your business can be the next benchmark
Tell us your business challenges and get tailored AI implementation advice.
Contact Us