迈向情感化智能：海南自贸港封关背景下顶级奢侈品行业一线员工培训策略如何重构？Moving Towards Emotional Intelligence: How to Restructure Training Strategies for Frontline Employees in the High-End Luxury Industry Amid the Development of the Hainan Free Trade Port

Abstract

Hainan's island-wide customs closure under the Free Trade Port framework has thrust the interplay between duty-free allowances, high-end travel retail, and brand-operated boutiques into uncharted institutional territory. On the floor, frontline associates are expected to nail product storytelling, client recognition, and service coordination—often within razor-thin windows and across a tangle of touchpoints—all while guarding the craftsmanship narratives, aesthetic judgment, and emotional resonance that luxury brands are built on. This study employs structured literature review, documentary analysis, and secondary data analysis, systematically combing through publicly available policy documents, Hainan statistical releases, and industry reports from 2023 to 2026, alongside annual reports, press releases, and talent program materials from LVMH, Richemont, and Kering. The findings reveal that Hainan's policy and consumer environment has elevated the service experience to a strategic imperative; that top-tier luxury groups have converged on talent development practices centered on craftsmanship transmission, rotational training, digital client experience, and omnichannel operations; and that publicly available evidence falls short of establishing a definitive link between digital learning, AI applications, and frontline service performance. Building on this, the study proposes an Affective-Intelligent Training Strategy Framework: brand meaning stewardship as the value anchor, contextualized knowledge construction as the content backbone, human-machine collaborative practice as the learning mechanism, and authority, privacy, and brand consistency as governance guardrails. The framework offers a set of discussable, scrutinizable strategic propositions for Hainan's high-end retail landscape—it makes no claims about specific training outcomes.

海南自由贸易港全岛封关运作使离岛免税、高端旅游零售与品牌直营之间的关系进入新的制度环境。一线员工需在短周期、多触点的消费场景中完成产品说明、客户识别与服务协同，同时守护奢侈品赖以立足的工艺叙事、审美判断与情感联结。本文采用结构化文献研究、文献分析与次级资料分析，系统梳理2023至2026年公开政策信息、海南统计资料、行业报告，以及LVMH、历峰和开云等集团的年报、新闻稿与人才项目材料。研究发现，海南市场的政策与消费环境提升了服务体验的战略重要性；顶级奢侈品集团已形成围绕技艺传承、轮岗培养、数字客户体验与全渠道运营的人才发展实践；公开资料尚不足以证明数字化学习、人工智能应用与一线服务绩效之间存在确定关系。据此，本文提出情感化智能培训策略框架：以品牌意义守护为价值锚点，以情境化知识建构为内容主线，以人机协同练习为学习机制，以权限、隐私与品牌一致性为治理边界

。该框架为海南高端零售场景提供可讨论、可审视的策略命题，不对具体培训成效作出判断。