Production Scheduling · Work order execution · Process management
Enterprise Resource Planning (ERP)Purchasing · Sales Management · Inventory accounting
Warehouse Management System (WMS)Warehousing reservation · Inventory location management · Barcode Operations
Supply Chain Management SystemSupplier management · Demand Forecasting · Procurement Collaboration
Transportation Management System (TMS)Transport Orders · Route Planning · Transport Dispatch
Data Management Platform (DMP)Data Integration · Event collection · Tag Framework
Customer Relationship Management (CRM)Lead Management · Customer profile · Business opportunity follow-up
Private Livestream PlatformLivestream Broadcasting · Livestream Room Management · Audience Interaction
Customer Service Management SystemMulti-channel access · session assignment · Work order management
AI Customer Service Management SystemKnowledge Integration · Retrieval Augmentation · Intelligent Q&A
WeCom Management SystemClient synchronization · Tag Segmentation · Employee collaboration
Digital Human DevelopmentAvatar Management · Speech Synthesis · lip-sync drive
Construction Project Management SystemProject Registers · Construction Planning · Progress Tracking
Property & Industrial Park Management SystemProperty Resources · Lease Management · Fee Management
Education & Training Management SystemEnrollment Leads · Student profile · Course Management
Chain Store Management SystemStore Management · Product management · Stock transfer
Hotel & Travel Management SystemRoom Status · Booking Management · Check-in service
Healthcare & Elderly Care Management SystemService Profiles · Appointment Management · Care Plans
Laboratory Information Management System (LIMS)Sample Registration · Task allocation · Testing Workflows
Agriculture & Livestock Management SystemBase management · Production Planning · Environmental Monitoring
Energy & Environmental Management SystemEnergy Data Collection · Energy Dashboards · Equipment Monitoring
Government & Public Service Management SystemMatter management · Business acceptance · Workflow Approvals
Office Automation System (OA)Workflow Approvals · Organization Management · Attendance Management
AI & Large Language Model DevelopmentEnterprise knowledge base · Retrieval Augmentation · Agent Orchestration
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The data mentioned by the business department may come from the order library, activity form and manual ledger. If the source is not clearly registered, it is easy for the platform to accept duplicate records, and it is unclear who is responsible for correcting them.
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Customers often have their own numbers in stores, customer service and transaction systems. If you directly use the name to make the association, you will mistakenly identify the customer. If you use the mobile phone number, you may also encounter changing numbers or sharing contact information.
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Sales, receivables and invoices can all reflect business conditions, but they cannot replace each other. Each department uses its own formula, and even if the numbers on the bulletin board are refreshed in real time, it is difficult to form a common judgment.
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After the quality check finds null values or duplicate values, if only one warning email is sent, the problem will often reoccur. Data quality requires processing paths and knowing which anomalies actually impact the business.
Explore SolutionThe tag name may seem simple, but there may be different definitions behind active, lead, or high value. If the label is not updated for a long time, business personnel will easily regard the past status as the current situation.
Explore SolutionNot every table needs to be synchronized in real time. Putting data that is not urgently needed into the real-time link will increase the burden of operation and maintenance; conversely, too long a delay will also make inventory or customer service judgments lose reference value.
Explore SolutionIf the data directory only has technical table names, business personnel still need to ask people everywhere. A usable catalog should answer what it is, what it can do, and who to call if you have questions.
Explore SolutionBeing able to view a table does not mean being able to view all fields or export all records. Sales, finance, and analysts have different job scopes, and authorization cannot be handled by just one administrator role.
Explore SolutionWhen report numbers change, troubleshooting often begins with questioning back and forth between multiple systems. Data lineage can connect sources, processing tasks and final indicators to narrow the scope of the problem.
Explore SolutionAfter the new platform is launched, the old forms are still in circulation, and employees may continue to rely on the old numbers. Long-term dual-tracking not only increases maintenance work, but also easily leads to two answers for the same business.
Explore SolutionFrom requirement sorting to online iteration, work with Gongqixin to find the digital path that suits you.
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