Home/Industry Solutions

INDUSTRY SOLUTIONS

Industry Solutions

Industry solutions covering business scenarios, functional planning, integration and delivery acceptance.

Solution Categories⌄

FROM BUSINESS CHALLENGES TO SYSTEM DESIGN

Choose your industry and explore a practical solution.

2026.10.14AI Customer Service Management System

Slow AI support: inspect the request chain before replacing the model

Customers see long wait times, possibly due to identity interfaces, knowledge retrieval, business queries, or text generation. Without time-divided recording, changing the model may not solve the problem. First, draw the steps of a question and answer process, and record the beginning, end, and failure reasons for each section. You can distinguish between constant slowness and occasional stuck from a certain source.

Explore Solution

2026.10.14WeCom Management System

How to deal with duplication and disorder in enterprise WeChat callback processing

Business event notifications may be delivered repeatedly, or they may arrive collectively after the network is restored. Treating each callback directly as a new business will generate duplicate records; overwriting the status in the order of arrival may also change the new status back to the old status.

Explore Solution

2026.10.14Digital Human Development

Managing digital human task queues and retries

When submitting dozens of scripts at once, the generation time and external service response may differ. By placing all requests on the web page and waiting synchronously, it is difficult for users to know which ones have been completed and which ones have failed. Task queues allow submission, processing, review, and export to be separated while preserving results.

Explore Solution

2026.10.14Education & Training Management System

How to handle version and feedback when submitting training assignments

If students modify their homework and re-upload it, if the teacher cannot see the version order, he may have commented on the old file. The operating system needs to record the submission time, version and current content to be reviewed, while retaining necessary history. The page clearly states the deadline and resubmission rules, and does not confuse successful file upload with the fact that the assignment has been passed.

Explore Solution

2026.10.14Chain Store Management System

Reconciling orders and payments at store day-end

The turnover in the cashier system and the arrival of the payment channel are not necessarily confirmed on the same day, and may also include refunds, handling fees and pending transactions. Daily settlement cannot just allow employees to enter a total number. The difference between transaction date, payment date and settlement date needs to be made clear. First match the business and financial records, and then decide which differences need to be processed on the same day.

Explore Solution

2026.10.14Healthcare & Elderly Care Management System

Family communication function: scope of authorization is more important than number of messages

Family communication involves the identity of the contact person and the scope of authorization. Just because a mobile phone number can receive notifications does not mean that the corresponding contact can view all service information. Access rules for message reception, file query and historical communication should be set separately.

Explore Solution

2026.10.14Hotel & Travel Management System

Linking hotel service requests to the original booking

Service issues after departure need to be related to the customer's order at that time. If you only search for information by room number, the information of new guests may be mistakenly brought into the historical work orders, so the service records should be based on the original business identity.

Explore Solution

2026.10.14Agriculture & Livestock Management System

Agricultural product quality traceability: What business relationships are needed behind the traceability code?

The traceability code is just a query entry, behind which it needs to connect production batches, operations and circulation data. Publicly displayed content should have verifiable sources. Generic introductions cannot be used to fill in missing links, nor can all internal ledgers be directly disclosed.

Explore Solution

2026.10.14Energy & Environmental Management System

Energy alerts: define response workflows alongside thresholds

Readings deviating from the threshold and the device being offline require different inspection actions. If only a unified notification is sent for early warning, it will be difficult for the person in charge to determine whether it is an abnormal on-site operation or a problem with the collection link. The rules should be linked to specific disposal paths.

Explore Solution

2026.10.14Government & Public Service Management System

Public Administration Permissions Matrix: How Organization Scope and Operation Type Combine

Organizational scope and operation permissions are two dimensions. Being able to access a certain menu does not mean that all regional data can be read, nor does it mean that it can be exported or modified. The permission matrix should combine scope and action item by item.

Explore Solution

2026.10.14Office Automation System (OA)

Enterprise knowledge base: How to design categories, versions and permissions together

A knowledge base description may be used by multiple departments. Copying the text and then modifying it separately will result in conflicting versions. Therefore, classification entries and controlled sources should be organized separately, and search and attachment downloads should also follow the access scope.

Explore Solution

2026.10.14AI & Large Language Model Development

AI application logs: How to retain the basis for troubleshooting and reduce sensitive content

AI requests may fail during the retrieval, model or tool stages. The request identifier can connect each step, and the log can support troubleshooting without repeatedly saving the complete text. The field design should give priority to answering the failure location, time consumption and reasons.

Explore Solution

LET’S BUILD TOGETHER

Turn business ideas into reliable software.

From requirement sorting to online iteration, work with Gongqixin to find the digital path that suits you.

Let's Talk About Your Project

Industry Solutions

Slow AI support: inspect the request chain before replacing the model

How to deal with duplication and disorder in enterprise WeChat callback processing

Managing digital human task queues and retries

How to handle version and feedback when submitting training assignments

Reconciling orders and payments at store day-end

Family communication function: scope of authorization is more important than number of messages

Linking hotel service requests to the original booking

Agricultural product quality traceability: What business relationships are needed behind the traceability code?

Energy alerts: define response workflows alongside thresholds

Public Administration Permissions Matrix: How Organization Scope and Operation Type Combine

Enterprise knowledge base: How to design categories, versions and permissions together

AI application logs: How to retain the basis for troubleshooting and reduce sensitive content

Turn business ideas into reliable software.

Discuss Your Project on WeChat

Scan to Call and Discuss Your Project