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
Industry solutions covering business scenarios, functional planning, integration and delivery acceptance.
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Conversation logs can help spot incorrect answers and may also contain mobile phone numbers, orders, and private information that customers provide unsolicited. Whether to retain the full text, how long to retain it, and who can view it need to be determined during system design. You cannot save everything indefinitely just because it may be useful later.
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After the application credentials are leaked, the problem may not immediately manifest itself as a page exception. Storage and replacement still need to be considered as operation and maintenance work. Configuration should not appear in front-end scripts, code repositories, or public screenshots. Development and production use their own credentials.
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The product promises made by digital people are the same as the words published by the company itself and require real evidence. Content audits don’t just check for natural graphics, but also for price, functionality, service range and contact details. Just because a character is licensed does not mean that all new scripts are automatically eligible. Release records should answer who confirmed what and which version was in use at the time.
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The headquarters needs to summarize operations and courses, while the campus is responsible for daily course scheduling and services. The visibility scope of the two is different. Setting all personnel as unified administrators can easily make cross-campus student information and fee details excessively open. Permissions can be arranged from the three dimensions of position, campus and business action, while retaining cross-campus collaboration when necessary.
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The store continues to sell during the inventory period. If the last quantity is directly compared with the current inventory, the transactions during the period will also be regarded as differences. The inventory needs to clarify the time point, scope and business processing methods. Different categories can be arranged in batches, but each batch should retain a snapshot at the beginning and changes during the period, so employees know which status they are checking.
Explore SolutionService file permissions cannot be accomplished by hiding menus alone. The list, detail interface and file export provide information respectively. Any entry that misses range verification may invalidate job restrictions, and the access boundaries need to be checked according to real requests.
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The fee difference may result from incomplete refunds, channel billing cycles, or manual adjustments. Hotel reconciliation needs to show the source of the amount and business status. First determine the nature of the difference and then process it. If you cannot see the difference, modify the total directly.
Explore SolutionThe Internet of Things project not only has access protocols, but also arranges maintenance after the equipment is disconnected, relocated and deactivated. The control request has been sent, which does not mean that the field device has been executed. The platform needs to distinguish between request, reception and completion status.
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Variations in energy consumption may result from production schedules, metering coverage, or missing data. The analysis page should first display the background, instead of directly writing a numerical drop as an energy saving result. Personnel need to have a basis to judge whether the changes are comparable.
Explore SolutionAudit records are needed to help explain important business changes. Account numbers, time, and target matters can connect technical operations with actual materials. Simply outputting a large amount of logs cannot locate business objects, and it still cannot solve the tracing problem.
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A project consists of multiple tasks, and the number of tasks to be done does not equal the degree of completion. The reason for blocking should be displayed when waiting for external data. Repeatedly extending the date cannot help the team resolve dependencies. The task status needs to point to the next action.
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When intelligent customer service has no basis, it is necessary to let humans continue to deal with the same service problem. Users should not re-describe the entire context, and manual handovers should distinguish between facts provided by users and suggestions generated by the model. The handover content should be clear and traceable.
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