D365FO物料预留

This topic describes the different options that are available for reserving inventory.

You can automatically reserve inventory quantities for a specific sales order. This means that reserved inventory cannot be withdrawn from the warehouse for other orders unless the inventory reservation, or part of the inventory reservation, is canceled.

There are several reasons for reserving inventory:

  • First ordered, first delivered, which means that customers get available items in the same order in which they place their orders.
  • Shortage of items due to a long or unknown delivery time from the vendor. You might want to make sure that certain customers or orders get delivery of the first-available items.
  • Certain customers and certain types
### D365 Finance and Operations中的AI开发 在D365 Finance and Operations (FO) 中引入人工智能(AI),可以显著提升财务和运营流程的自动化程度与智能化水平。通过利用微软Azure平台的强大功能,企业能够构建预测分析、智能推荐以及其他基于机器学习的应用程序。 #### 使用Azure Machine Learning服务 为了在D365 FO环境中实施AI解决方案,通常会借助于Azure Machine Learning(AML)[^1]。这允许开发者创建复杂的算法并将其部署到云端,在那里它们可以从实时数据流中获取洞察力。具体来说: - **模型训练**:收集历史交易记录或其他相关数据集作为输入源;运用Python脚本编写预处理逻辑,并调用AML SDK完成特征工程。 ```python from azureml.core import Workspace, Dataset ws = Workspace.from_config() dataset = Dataset.get_by_name(ws, 'financial_transactions') dataframe = dataset.to_pandas_dataframe() ``` - **模型评估与优化**:采用交叉验证方法测试不同超参数组合的效果;依据性能指标挑选最优版本进行后续操作。 ```python import numpy as np from sklearn.model_selection import cross_val_score scores = cross_val_score(model, X_train, y_train, cv=5) print(f'Average Cross Validation Score: {np.mean(scores)}') ``` - **集成至业务流程**:一旦模型准备就绪,则可通过RESTful API接口或Power Automate连接器轻松嵌入现有工作流之中[^2]。 此外,对于希望快速入门的新手而言,官方文档提供了详尽的操作指南和技术支持案例研究,帮助理解整个开发生命周期内的各个阶段要点。
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