Logistics Forecast Cloud System

GCT develops a system that utilizes AI to estimates and forecasts the weight of goods for each store based on historical data (such as order numbers, weight, size, etc.). This allows businesses to effectively manage human resource allocation and prepare appropriate vehicles.

Team size: 5 people

Duration: 3 months

Contract type: Lab-type

Solutions

1. Requirement Analysis

The client and pre-sales discuss and note what are essentials for the project. Some main information includes:

• The objectives of this project?
• The scope of project
• The current status of the system (components), such as:
  • What to change?
  • What to add?
  • What can be removed?
• Hardware requirements

Then, the PM creates a general outline for a document of requirement specification, which serves as a guideline for the next step.

2. Design Specification

The design draft is prepared based on requirement specifications, helping to specify the hardware as well as system requirements. The design specifications for the system serve as the input for the following phase of the software development model, including some as below:

• System architecture
• Database schema
• API design

3. Execution

After receiving the design documents, the tasks for different roles are divided equally into various units. Developers take responsibilities for writing code, both backend and frontend. Meanwhile, UI/UX designers carry out different design stages, such as user research, sketching and building prototypes. Testers, both automation and manual, prepare test cases as well.

4. Testing

All test cases, prepared at the last step, are run on different frameworks and tools. We carry out all variants of the functional testing such as integration testing, unit testing, system testing, user acceptance testing, as well as non-functional testing.
​​​​​​