AI 中文总结
针对CRM系统未原生建模同意状态的问题，本文提出适用于多租户托管包的生产级同意记录架构，明确了数据模型设计等关键细节，以满足TCPA等监管框架的合规要求。
AI 中文摘要
电话消费者保护法（TCPA）等监管框架对企业消息系统施加了严格的同意要求：组织必须在发送短信通信前获取并记录明确的选择加入同意，且必须立即响应选择退出请求。尽管CRM平台提供丰富的联系人与线索数据模型，但并未将同意状态原生建模为一等记录类型。这一缺口在通过企业应用市场分发的多租户托管包中具有架构层面的重要性，此类包无法假定或修改安装组织的 schema。本文提出了一种生产级同意记录架构，该架构从服务医疗保健、金融服务和销售运营等独立企业的CRM原生消息托管包中实现的模式归纳而来。我们描述了数据模型设计、基于关键词的同意捕获、用于去重的基于哈希的唯一性策略、消息发送时的抑制执行，以及塑造这些设计决策的多租户约束条件。
英文摘要
Regulatory frameworks such as the Telephone Consumer Protection Act (TCPA) impose strict consent requirements on enterprise messaging systems: organizations must obtain and record explicit opt-in consent before sending SMS communications, and must immediately honor opt-out requests. While CRM platforms provide rich contact and lead data models, they do not natively model consent state as a first-class record type. This gap becomes architecturally significant in multi-tenant managed packages distributed via enterprise application marketplaces, where the package cannot assume or modify the installing organization's schema. This paper presents a production consent record architecture, generalized from patterns implemented within a CRM-native messaging managed package serving independent enterprise organizations spanning healthcare, financial services, and sales operations. We describe the data model design, keyword-based consent capture, a hash-based uniqueness strategy for deduplication, suppression enforcement at message send time, and the multi-tenant constraints that shaped these design decisions.
Comments8 pages - Companion to arXiv:2607.12943 and arXiv:2607.15529
