How request wording affects the quality of a Pionier AI answer
A comparison between keyword search and a complete natural-language question for stock transfer between warehouses.
- 2 phrasings
- keywords vs natural language
- 7 steps
- detailed stock-transfer workflow
- 4 checks
- before validation
To evaluate how the wording of a question influences the quality of the answer generated by Pionier AI, the same informational need was analyzed using two different types of queries. In the first case, a keyword-based search was used, while in the second case a complete natural-language question was asked.
Version 1 – Keyword-based query
Request: transfer stock warehouse
Answer generated by Pionier AI
For stock transfer between warehouses in Nexus ERP, the document Stock transfer note / Transfer between warehouses is used.
Workflow:
1. Go to Internal → Transfer between warehouses.
2. Press Add for a new note.
3. Complete:
the source warehouse – where the stock leaves from;
the destination warehouse – where the stock enters.
4. Add the products and quantities to be transferred.
5. Save and validate the document.
6. After validation, if applicable, access/generate the delivery note.
Stock effect:
stock decreases in the source warehouse;
stock increases in the destination warehouse;
on validation, the documentation mentions generating the goods accompanying notice.

Result analysis
The answer provided is correct and allows the user to quickly identify the required functionality. However, the information is presented in a synthetic form and provides a reduced level of detail regarding the checks and conditions that must be met to perform the operation.
Version 2 – Query written in natural language
Request
How can I perform a stock transfer between two warehouses in Nexus and what steps are required to correctly record the operation?
Answer generated by Pionier AI
To correctly perform a stock transfer between two warehouses in Nexus ERP, use the Stock transfer note document from Internal → Transfer between warehouses.
Work steps
1. Access the module
Go to Internal → Transfer between warehouses.
2. Add a new note
Press Add to create a new transfer document.
3. Complete document data
Select the source warehouse.
Select the destination warehouse.
Check the document date and the other mandatory information.
4. Add transferred products
Enter the items being transferred.
Complete the quantities.
Check available stock in the source warehouse.
5. Save the document
After completion, save the transfer note.
6. Validate the document
Validation is the step that effectively records the stock operation.
After validation, stock decreases in the source warehouse and increases in the destination warehouse.
7. Generate or check the delivery note, if necessary
Nexus documentation mentions that validation can generate the goods accompanying notice for the transfer.
Important checks before validation
The source warehouse must have available stock.
The destination warehouse must be selected correctly.
The entered quantities must match the physical transfer.
When using lots, serial numbers, or value-based warehouses, product-specific information must be checked.
Operation effect
Step | Effect
Source warehouse | The transferred quantity decreases
Destination warehouse | The transferred quantity increases
Validation | The operation becomes effective in stock
After validation | The related delivery note can be used or checkedResult analysis
Compared with the answer obtained through keywords, this wording generated a significantly more detailed and better structured answer. The system provided not only operational steps, but also the checks required before validation, the effects of the operation on stock, and additional recommendations regarding the use of the functionality.

