What the documents look like
Regional dealer stock replenishment sits inside the wholesale and dealer channel as a routine rolling order pattern. The work differs from seasonal centralised ordering events: replenishment requests, inventory turnover tables, outbound delivery notes and payment collection plans are produced continuously on a weekly or monthly cadence. Brand channel managers and sales back-office staff draft product descriptions and marketing copy around these documents, and the draft text frequently refers to stock status, replenishment quantity, dispatch arrangements and payment terms.
Data arrives from dealer ERP systems, brand ordering systems, warehouse inventory records and sales receipts. Field definitions across those sources are not uniform. The quality of a draft therefore depends on whether the underlying documents already state the subject, the object, the status and the valid scope. This page addresses only the forms and interaction layer of product and marketing copy drafting. Identity verification, report analysis and approval routing sit outside its boundary.
Constraints at the interactive forms step
When the Form Input node triggers, the conversation enters an interaction state, the workflow state is recorded, and execution waits for the user to complete the interaction. After the user submits the required information, the node collects the submitted values and passes them to downstream nodes. The User Selection node also enters an interaction state and executes the corresponding branch based on the user's choice. Neither node carries business database functions. Field validation, business approval, write-back and batch operations require an external system or a downstream node.
Hypothetical paper exercise. The source material for a regional dealer replenishment scenario consists of three sentences. Sentence one: "This replenishment request batch corresponds to the replenishable stock of the East China warehouse in March 2025; the product is Type A filter element, quantity range 200 to 300 units." Sentence two: "The current inventory turnover days for this product is 18 days; the outbound delivery note status is dispatched but not signed for." Sentence three: "The payment collection plan specifies a credit period of 30 days after outbound dispatch; the current period payment has not been received." The draft sentence under review is: "Type A filter element has sufficient stock, additional replenishment can be arranged at any time, and credit period discounts apply." The phrase "sufficient stock" does not form an explicit mutually exclusive value pair with "quantity range 200 to 300 units" or "turnover days 18 days" on the same field, so it is unsupported. "At any time" exceeds the replenishment request scope stated in the source. "Credit period discounts" has no corresponding clause in the source and is an evidence gap. Form design needs to list the fields required for this kind of judgement as mandatory items, and to state which fields are collected only and which require manual cross-checking.
Configuration and implementation checks
The table below lists documented settings or implementation check items relevant to this feature and the primary task, tied to the exercise above. The values are starting points for this exercise only, used to explain the comparison method; they are not official defaults.
| Configuration item | Hypothetical exercise starting point | Comparison method and reason |
|---|---|---|
| Form Input node trigger condition | Replenishment request document reaches the drafting step | Compare with the actual arrival state of the document to confirm entry into the interaction state |
| Mandatory field list | Product name, quantity range, inventory turnover days, outbound delivery note status, payment collection credit period | Check each item against the source sentences; test whether submission is blocked when an item is missing |
| User Selection branches | Copy usable, copy needs additional material, copy returned for rewrite | Compare the downstream node path against the selection result |
| Interaction state record | Waiting maintained before submission | Observe whether execution continues downward after the submission action completes |
| Downstream processing split | Field validation and write-back handled by an external system | Check whether the node output only passes submitted values |
| Retrieval scope | Target documents with access rights only | Compare against the retrieval library identifier; exclude cross-vector-model library co-association |
Three common errors
- Treating "sufficient stock" in the draft sentence as a verified conclusion. Input: the three source sentences and the draft sentence. Comparison: whether "quantity range 200 to 300 units" and "turnover days 18 days" form the same field as "sufficient stock". Observable result: they do not form an explicit mutually exclusive value pair on the same field, so the statement is unsupported.
- Treating the User Selection node as a business data selector. Input: the replenishment request document. Comparison: the node branch options against the document fields. Observable result: the node executes a branch based on the selection only; it does not provide a personnel directory or business data filtering function.
- Treating retrieval relevance as a permission or entity filter. Input: the retrieval query and target documents. Comparison: the retrieval library identifier against the access rights scope. Observable result: a relevance score does not exclude unrelated business records or unauthorised records; retrieval does not constitute authorisation.
How to verify the setup
- Input the three source sentences and the draft sentence. Compare whether each assertion in the draft sentence has support from the source on the same subject, the same period and the same field. The condition is met when the observable result marks "unsupported" and "evidence gap" consistently with the source text.
- Input a form with a missing mandatory field. Compare the mandatory field list against the submission action. The condition is met when the observable result shows submission blocked for the missing item and values passed after the item is completed, with both behaviours reproducible.
- Input an explicit paper-based empty result []. Compare against the downstream node design. The condition is met when the observable result handles the empty result as designed, without claiming that a fictitious rule retrieval necessarily returns []. For cross-model libraries, check the identifier first and exclude non-conforming ones; do not run cross-model retrieval to compare missed recall.