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探访巴图鲁曾万贵:完成周期洗礼 汽配“老法师”找到数智化采购新节奏

亿邦智库 2026-05-18 13:59
亿邦智库 2026/05/18 13:59

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本文分享了汽配产业互联网头部玩家巴图鲁的转型实践与行业洞察,核心干货如下:

1. 梳理了万亿级中国汽车后市场的核心痛点:配件标准化程度低、流通链条长、信任成本高,互联网玩家入局多年始终没有跑通完美商业模式。

2. 了解巴图鲁的十年转型路径:巴图鲁2013年以自营全车件交易平台汽配铺切入,累计融资近10亿元,2020年主动战略升级为汽配数字化基础设施平台,转型SaaS+供应链管理服务,不碰交易不压货,靠输出能力收服务费,近两年交易规模同比增长30%,模式健康度大幅提升。

3. 知晓当前行业的三大新方向:分别是国内做大B客户供应链管家、依托中国供应链优势出海、布局产业AI打造后市场大模型,简化维修交易流程。

针对汽车后市场品牌商,本文整理了契合业务需求的干货内容如下:

1. 消费与趋势洞察:当前用户对汽配产品的信任成本极高,很多用户存在认知惯性,宁愿花高价买原厂件,也不敢尝试性价比更高的合格配套件,品牌建设过程中需要将信任机制搭建放在核心位置。

2. 渠道建设机会:当下4S集团、大型维修连锁等大B客户对自有供应链管理升级有强烈需求,品牌商可以对接巴图鲁这类数字化平台,依托平台整合的流量反向集采,获取供应链价格优势,降低自身运营成本。

3. 新增量市场机会:全球正处于供应链重构期,海外汽车后市场基础设施普遍落后,中国汽配供应链优势明显,品牌商可以抱团通过数字化平台出海,从零散出口转向能力打包的整体出海,扎根海外获取长期增量。

针对汽配领域的卖家,本文整理了风险提示、机会方向等干货内容如下:

1. 风险提示:传统重资产自营卖货模式看似毛利很高,但需要提前备货搭建前置仓,一旦库存周转率降低,资金成本和库存损耗会快速吃掉所有利润,模式健康度低,很难长期规模化发展,卖家需要警惕这类模式陷阱。

2. 国内转型机会:当前国内4S集团、大型维修连锁等大B客户对供应链管理升级有明确痛点和需求,卖家可以转型做轻资产的供应链管理服务,输出自身沉淀的标准化、数据化能力,靠收取服务费盈利,该模式更健康,增长空间更大。

3. 新增量机会:出海和AI都是新的增长方向,卖家可以依托数字化平台抱团出海对接海外增量,也可以借助AI赋能交易服务环节,拓展C端服务机会。

针对汽配生产工厂,本文整理了商业机会、数字化转型的启示干货如下:

1. 产品生产需求启示:当前国内汽配市场不缺品质优良的产品,核心缺口是让用户信任的信任机制,工厂在生产端需要配合行业建立统一的产品、数据标准化体系,帮助市场消除认知惯性,建立品质信任,打开销路。

2. 出海商业机会:当前全球处于供应链重构期,海外汽车后市场基础设施普遍落后,中国汽配供应链的完整度和响应速度全球领先,存在明确的出海机会,工厂可以抱团依托巴图鲁这类数字化平台,以能力打包、服务集成的方式出海,改变过去零散出口的模式,扎根海外市场获取增量。

3. 数字化启示:工厂可以主动推进自身数字化改造,对接平台的SaaS服务体系,借助平台的数据能力、集采优势提升运营效率,获得更多合作资源。

针对汽车后市场服务商,本文整理了行业痛点、发展方向的干货内容如下:

1. 行业核心痛点梳理:当前汽配行业标准化程度低,产品差异化大,很难聚集规模效应,最突出的行业堵点是信任成本过高,难以用低成本建立用户信任,同时大B客户有强烈的供应链管理升级痛点,C端用户也希望维修流程透明化、简单可预期。

2. 成熟解决方案参考:可以参考巴图鲁的转型路径,从重资产自营模式转向轻资产的SaaS+供应链管理服务模式,将自身多年沉淀的标准化能力、数据能力输出给客户,帮客户管理供应链,收取服务费,同时整合流量做反向集采获取供应链优势。

3. 未来发展方向:可以重点布局AI和出海两个方向,用AI升级全链路服务能力,同时依托中国供应链优势出海,给海外市场输出数字化解决方案,对接海外增量市场。

针对汽配领域平台商,本文整理了平台转型、风险规避的干货内容如下:

1. 行业需求梳理:当前汽配行业对平台的核心需求,是解决标准化不足、信任成本高的行业痛点,大B客户需要全套的供应链管理升级解决方案,上游工厂需要合规高效的出海载体,全行业都需要AI赋能提升全链路交易服务效率。

2. 可参考的平台转型做法:头部玩家巴图鲁已经跑通了新的平台模式,从原来的自营交易平台转型为汽配数字化基础设施平台,不碰交易不压货,输出沉淀的数据、系统、供应链、运营能力,做SaaS+供应链解决方案,模式更健康,近两年交易规模同比增长30%,该模式具备参考价值。

3. 风险规避提示:重资产自营模式虽然短期营收高,但利润很容易被库存成本和资金成本侵蚀,规模化拓展难度大,平台需要规避这类模式风险,可以提前布局出海和AI方向,打造第二增长曲线。

针对汽车后市场产业互联网研究者,本文提供了一手实践案例和产业新动向干货如下:

1. 产业核心新问题:当前万亿规模的汽车后市场,产业互联网化进展缓慢的核心原因,除了配件标准化程度低,更突出的堵点是极高的信任成本,用户长期形成的认知惯性,比产品本身的质量问题更难打破,这是行业需要解决的核心新问题。

2. 创新商业模式研究:巴图鲁探索出了可行的新商业模式,从传统自营卖货的重资产模式,转型为“SaaS+供应链管理服务”的轻资产模式,不碰货不垫资,靠输出数字化能力和供应链管理能力赚取服务费,同时整合资源做反向集采,该模式经过实践验证,近两年交易规模同比增长30%,健康度远高于传统模式。

3. 产业新动向:当前行业已经出现深度价值链服务、产业出海、产业AI三个值得深入研究的新方向,出海依托中国供应链优势输出数字化能力,AI打造后市场配件大模型赋能全链路,都是产业互联网的新探索方向。

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Quick Summary

This article shares the transformation practices and industry insights of BatuLu, a leading player in China's industrial internet for automotive parts, with key takeaways as follows:

1. It outlines the core pain points of China's trillion-scale automotive aftermarket: low parts standardization, long distribution chains, high trust costs, and the fact that internet players have failed to build a fully viable business model despite years of entry into the sector.

2. It traces BatuLu's 10-year transformation journey: Founded in 2013, BatuLu started as a self-operated full-range auto parts trading platform Qipeipu, and has raised nearly RMB 1 billion in total financing. In 2020, it proactively executed a strategic upgrade to become a digital infrastructure platform for automotive parts, shifting to a "SaaS + supply chain management service" model where it does not participate directly in transactions or hold inventory, and generates revenue from service fees for outputting its capabilities. In the past two years, its transaction scale has grown 30% year-over-year, and the health of its business model has improved significantly.

3. It identifies three new major industry directions: becoming a supply chain manager for large domestic B2B clients, leveraging China's supply chain advantages to expand overseas, and building industrial AI and large language models tailored for the aftermarket to streamline repair and transaction processes.

For automotive aftermarket brands, this article summarizes key takeaways aligned with your business needs as follows:

1. Consumer and trend insights: Currently, trust costs for automotive parts products are extremely high. Many consumers have entrenched cognitive inertia: they prefer to pay a premium for original equipment parts rather than try higher cost-quaity qualified matching parts. Building trust mechanisms should be the core priority of brand building.

2. Channel development opportunities: Large B2B clients such as 4S groups and large maintenance chains have strong demand for upgrading their in-house supply chain management. Brands can partner with digital platforms like BatuLu to leverage the platform's aggregated traffic for aggregated group purchasing, gain supply chain pricing advantages, and reduce your own operating costs.

3. New growth market opportunities: The world is in a period of supply chain restructuring, and automotive aftermarket infrastructure is generally underdeveloped in overseas markets. Chinese auto parts supply chains have clear competitive advantages. Brands can join forces to expand overseas via digital platforms, shifting from fragmented exports to integrated, capability-enabled global expansion, and build long-term rooted growth in overseas markets.

For automotive parts sellers, this article summarizes key takeaways including risk warnings and growth opportunities as follows:

1. Risk warning: The traditional asset-heavy self-operated sales model may seem high in gross margin, but it requires advance stocking and pre-positioned warehouses. Once inventory turnover slows, capital costs and inventory depreciation will quickly eat away all profits. This model has low operational health and is difficult to scale long-term, so sellers should guard against this model trap.

2. Domestic transformation opportunities: Large B2B clients such as 4S groups and large maintenance chains currently have clear pain points and demand for supply chain management upgrades. Sellers can transform into asset-light supply chain management service providers, output the standardized and data-driven capabilities you have accumulated, and generate revenue via service fees. This model is more sustainable and offers greater growth room.

3. New growth opportunities: Overseas expansion and AI are both new growth directions. Sellers can join forces on digital platforms to tap into overseas incremental demand, and also leverage AI to empower transaction and service links to expand C-end service opportunities.

For automotive parts manufacturing factories, this article summarizes key takeaways on business opportunities and digital transformation insights as follows:

1. Product and production insights: China's current automotive parts market does not lack high-quality products; the core gap is a trusted mechanism to win consumer confidence. Factories need to cooperate with the industry to build a unified product and data standardization system, help the market overcome entrenched cognitive inertia, build trust in quality, and unlock sales channels.

2. Overseas business opportunities: The world is in a period of supply chain restructuring, and automotive aftermarket infrastructure is generally underdeveloped in overseas markets. China's automotive parts supply chain leads the world in completeness and response speed, creating clear overseas expansion opportunities. Factories can join forces on digital platforms like BatuLu to expand overseas in an integrated, capability-packaged model, replacing the old fragmented export approach, and build rooted growth in overseas markets.

3. Digital transformation insights: Factories can proactively advance your own digital transformation, connect to platform SaaS service systems, and leverage the platform's data capabilities and aggregated purchasing advantages to improve operational efficiency and access more cooperation resources.

For automotive aftermarket service providers, this article summarizes key takeaways on industry pain points and development directions as follows:

1. Core industry pain points: The automotive parts industry currently suffers from low standardization and high product differentiation, making it difficult to achieve economies of scale. The most prominent bottleneck is excessively high trust costs, as it is difficult to build user trust at low cost. Meanwhile, large B2B clients face strong pain points around supply chain management upgrades, while C-end consumers want more transparent, simple and predictable repair processes.

2. Reference for mature solutions: You can refer to BatuLu's transformation path: shift from an asset-heavy self-operated model to an asset-light "SaaS + supply chain management service" model, output your years of accumulated standardization and data capabilities to clients to help them manage their supply chains, generate revenue from service fees, and aggregate traffic for group purchasing to gain supply chain advantages.

3. Future development directions: You can prioritize布局 AI and overseas expansion: upgrade your end-to-end service capabilities with AI, and leverage China's supply chain advantages to export digital solutions to overseas markets and tap into incremental global demand.

For automotive parts platform operators, this article summarizes key takeaways on platform transformation and risk mitigation as follows:

1. Industry demand overview: The core demand the market places on platforms today is to solve industry-wide pain points of insufficient standardization and high trust costs. Large B2B clients need end-to-end supply chain management upgrade solutions, upstream factories need compliant and efficient carriers for overseas expansion, and the entire industry needs AI empowerment to improve end-to-end transaction and service efficiency.

2. Reference for platform transformation: Leading player BatuLu has validated a new viable platform model: it transformed from an original self-operated trading platform into a digital infrastructure platform for automotive parts, which does not participate directly in transactions or hold inventory, and outputs accumulated data, systems, supply chain and operation capabilities as a SaaS + supply chain solution. This model is far more sustainable, and delivered 30% year-over-year transaction growth in the past two years, making it a valuable reference.

3. Risk mitigation guidance: While the asset-heavy self-operated model delivers high short-term revenue, profits are easily eroded by inventory and capital costs, and scaling is extremely difficult. Platforms should avoid this type of model risk, and proactively布局 overseas expansion and AI to build a second growth curve.

For researchers of industrial internet in the automotive aftermarket, this article provides first-hand practical cases and new industry trends with key takeaways as follows:

1. Core new industrial problems: For China's trillion-scale automotive aftermarket, the core reason for slow industrial internet progress goes beyond low parts standardization: the more prominent bottleneck is extremely high trust cost. The entrenched cognitive inertia formed among users over years is far harder to overcome than product quality issues, and this is the core new problem the industry needs to solve.

2. Innovative business model research: BatuLu has developed and validated a viable new business model: it transformed from the traditional asset-heavy self-operated sales model to an asset-light "SaaS + supply chain management service" model, where it does not hold inventory nor advance capital, and earns service revenue by outputting digital and supply chain management capabilities, while integrating resources for aggregated group purchasing. This model has been validated in practice, delivering 30% year-over-year transaction growth in the past two years, and is far more sustainable than traditional models.

3. New industry trends: Three new directions have emerged in the industry that deserve in-depth research: deep value chain services, industrial overseas expansion, and industrial AI. Overseas expansion leverages China's supply chain advantages to output digital capabilities, while AI builds aftermarket-specific large models to empower the entire value chain — both are new exploration directions for industrial internet.

Disclaimer: The "Quick Summary" content is entirely generated by AI. Please exercise discretion when interpreting the information. For issues or corrections, please email run@ebrun.com .

I am a Brand Seller Factory Service Provider Marketplace Seller Researcher Read it again.

【亿邦原创】万亿级的中国汽车后市场,从来不缺痛点——配件标准化程度低、流通链条长、信任成本高,互联网玩家涌入多年,却始终没有跑通一个完美的商业模式。成立于2013年的巴图鲁(Baturu),以全车件交易平台“汽配铺”切入产业链,累计融资近10亿元,投资方包括华平、钟鼎、中金等一线资本。但高营收背后是重资产自营的巨大压力。基于对汽车后市场趋势的深度研判与多年业务沉淀,巴图鲁2020年主动做了战略升级——汽配数字化基础设施平台,将多年来由自营交易沉淀的数据、系统、供应链、运营等能力,形成“SaaS+供应链”解决方案,为汽车后市场各主体服务。近两年交易规模同比增长30%

2026年春季广交会期间,亿邦动力董事长、亿邦智库院长郑敏一行,探访巴图鲁创始人曾万贵,再聊汽配产业互联网先锋探索。

以下为对话干货笔记,经编辑整理。

亿邦智库:巴图鲁现在的核心业务是什么?与早期的“汽配铺”有什么不一样?

巴图鲁曾万贵:现在的核心业务,用一句话说就是“SaaS+供应链管理服务”。例如,我们这两年增长非常快的4S集团业务。我们帮4S集团、大型维修连锁这类大B客户,管理他们售后供应链——配件、油电轮、外修、精品、车间辅料,全链条打通。但我们不介入交易。其他的业务板块也一样,我们主要以输出能力、提供解决方案为主

早期的“汽配铺”不一样,虽然营收很高,但背后是自营备货、建仓、压资金,我们自己的事情太重。后来我们调整后,虽然营收对比之前有略微下降,但是健康程度和以前完全不一样了,而且交易规模快速增长。

亿邦智库:为什么放弃最懂行的“卖货”模式,转向“采购供应链管理服务”?

巴图鲁曾万贵:并不是放弃卖货,而是通过另一种方式做供应链。 两个原因。第一个是算账。自营看起来毛利高,但你要备货,前置仓压货,周转率一低,资金成本和库存损耗很快把利润吃掉,怎么算都不挣钱。另一种做法,自己不压货,成本运营效率高,但那样平台控制力又弱了,而且前提是你的供应商能够赚到钱,这个事情才能顺利进行。

第二个是基因。我们能把这么复杂的配件平台做起来,最根本的是建立了标准化,包括数据的标准、平台运营的标准等等。我们有了这些经验,市场上大B客户对自身供应链管理也有很强的痛点和需求。

所以转向管理服务,就是把我们的标准化能力、数据能力做输出。客户用我们的解决方案管理供应链,我们收取服务费。同时,我们可以整合产业链里最优质、集中的流量,向上游反向集采,获取供应链优势。

亿邦智库:汽配产业互联网化的冰层为什么这么厚?

巴图鲁曾万贵:标准化程度不够,差异化太多,规模效应聚不起来。这是根本。

但更直接的堵点是信任成本。中国配件供应链能力很强,不缺品质好的配件,缺的是让用户敢用的信任机制。我朋友武汉一辆皇冠,升降电机坏了,丰田原厂卖1700多,我帮他找配套厂出的,100多块,品质非常好。他第一反应是“你这个东西行不行?”我说那你买个800多的吧,他真就买了贵的。如果你相信我,那么你敢使用几百元的产品。如果你不相信,那么我卖你3000元你都不敢用。

另一个例子。我们当年做自营,品质把控非常严,退货率极低,但规模化速度很慢。后来想明白了,认知的惯性有时候比事实更难打破。一个人长期在“假”的环境里游刃有余,面对“真”的时候,反而会本能地怀疑。这不是产品问题,是认知问题。

所以汽配产业互联网化,技术、物流、数据建设很难,但更难的是怎么用极低的成本建立信任。这个堵点不打通,所有模式都难。

亿邦智库:汽配产业互联网有没有跨境电商和出海的机会?

巴图鲁曾万贵:确定有,因为当下是全球供应链重构的时期。中国的供应链很强,同时海外后市场基础设施普遍落后,存在明确的机会。我们海外业务很早就开始布局思考,2018年就在东南亚开展业务,当时的形态更像是平台能力单点试水。现在,依然是整体解决方案驱动,但基础设施已经全面AI化、数据化、体系化。我们正在做的,就是用中国的数字化能力和供应链能力,重构和全球后市场的连接方式。一方面,我们面向海外本土企业,提供数字化解决方案——从AI预测、智能调度,到数据驱动的决策引擎。这不是简单的工具,是帮助当地行业完成从“经验驱动”到“数据、算法驱动”。另一方面,中国拥有全球最完整、响应最快的配件供应链体系,但长期缺乏高效的出海载体。我们就是那个载体。我们整合国内优质工厂、渠道商,不是零散出口,是以“能力打包、服务集成”的方式抱团出海,让中国制造从“卖货”走向“扎根”。所以,我们是通过数字化基础设施打通了出海的两头,一头让全球用上中国的数字能力,一头让中国用上全球后市场的增量。

亿邦智库:巴图鲁在AI方面有没有尝试?未来有什么探索方向?

巴图鲁曾万贵:有的。虽然我自己是配件这个干粗活的产业出身,但是我本身是一个极具好奇心的人,喜欢去了解新东西。包括从一开始我做巴图鲁这件事的时候,定位就非常明确,我们做的不是简单的“配件交易”,而是用互联网和技术,重塑行业交易和服务效率。目前,平台的交易、运营等全面应用AI。另外,我们还在把AI从“提效工具”升级为行业的认知引擎,结合我们对配件、车型、维修逻辑的积累、理解,把技术的普惠性从B端延伸至C端。例如,我们把我们的译码能力跟AI的诊断能力融合,当一辆车出现问题时,AI不仅能译码、诊断,还能自动生成带工时费和配件价格的完整维修方案。车主从进店检查到维修工时、配件采购,再到完成维修,维修这个复杂的链条,变得和点外卖一样,简单、快速、可预期。这背后,是我们在构建的“后市场配件大模型”与销售、采购、运营等一系列智能体。结合最新的推理、Agent等技术,我们让AI从“可用”到对行业的“深度赋能”,在每个交易与服务节点上产生可量化的产业价值。

亿邦智库观点:巴图鲁十年征战汽配产业互联网,“老法师”曾万贵为行业提供了数智化采购服务新解法。深度价值链、产业出海、产业AI,完成周期洗礼的巴图鲁,已经找到了属于产业互联网的价值节奏,在汽配数智供应链采购平台方向再度引领。国内,调整为做大B企业的采购管家,不碰货、不垫资,靠供应链管理能力、采购平台、供应链数据赚服务费;海外,巴图鲁用中国供应链的优势和平台基础设施输出直接出击。AI探索,他开始用AI打通诊断、工时、配件价格链条,为捕捉C端AI变革机会做“快而不急”的准备。

文章来源:亿邦动力

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