Published: 06 June 2022
人工智能软件仍然是中国企业投资和关注的重点。中国的数据和分析领导者可参考这篇市场指南，通过战略性AI投资来改善业务成果，获取竞争优势。
中国的人工智能（AI）软件市场在持续快速增长，竞争非常激烈，多数厂商提供的机器学习（ML）、计算机视觉（CV）和自然语言处理（NLP）能力相似度很高。
中国企业需要选用最佳的AI软件，以做出可靠的业务决策。随着AI相关法规、软件本地化需求和企业需求的发展演变，更为精细化的厂商会进入中国的AI软件市场。
虽然中国企业的AI工程化意识逐渐提高，但只有不到5%的企业在使用机器学习运维（MLOps）来推动AI的规模化落地。
负责AI项目的中国数据和分析领导者，应：
广泛了解市场提供的各类AI软件及其差异，避免AI软件投资出现割裂或重复。
与业务线和法务团队合作，运用最佳的组装式AI软件做出紧贴问题、过程透明、具有韧性的决策。
建立AI工程化实践，以精简数据、模型和执行管道并实现AI交付流程标准化，通过持续运用“AI中台”来实现业务价值的最大化。
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