拥有大型电商平台及数字零售企业运营经验,熟悉电商运营、品类管理、用户增长及商业分析岗位。导师根据目标岗位设计循序渐进的经历积累路线,从市场调研、销售分析到商品策略与用户转化,指导学生参与更具业务价值的项目,逐步建立可量化的成果。通过项目复盘与经历整合,将零散的实习及校园活动转化为连贯的能力成长轨迹,为申请大型电商平台及管培生岗位建立扎实的竞争优势。

Harbor connected product and supplier data to create a smarter sourcing strategy, helping teams compare options more informed procurement decisions.

Case Study Image
Client:

Harbor & Co.

Client:

Harbor & Co.

Sector:

Retail

Sector:

Retail

Period:

2024 - 2026

Period:

2024 - 2026

Region:

North America + EU

Region:

North America + EU

Data-driven sourcing

Harbor & Co. had access to a growing amount of product and supplier data, but teams struggled to turn that information into actionable sourcing decisions. Fragmented records and inconsistent reporting made it difficult to compare suppliers and identify the best opportunities.

As the business expanded into new markets, the volume of sourcing information continued to grow. Procurement teams needed a more reliable way to connect product requirements, supplier performance, pricing, and availability. The goal was to make better decisions faster without adding unnecessary complexity to the sourcing process.

The challenge

Sourcing teams were working with data spread across multiple systems, making comparisons slow and difficult. Important information about supplier performance, pricing, and materials was often incomplete or outdated. Harbor needed a more structured way to connect product data with procurement decisions.

The lack of standardized information also created inconsistencies between teams. Different departments often evaluated suppliers using different criteria, making it difficult to build a shared view of performance. Harbor needed a unified framework that could bring these data points together and give procurement teams a clearer foundation for decision-making.

The approach

We helped Harbor consolidate key product and supplier information into a unified sourcing framework. Data was standardized to make supplier comparisons easier, while performance and pricing information were organized around the metrics that mattered most to procurement teams. This created a clearer foundation for faster, more informed sourcing decisions.

The new framework also made it easier to identify missing or outdated information before it affected sourcing decisions. By creating a consistent process for evaluating suppliers, Harbor gave its procurement teams better visibility into costs, performance, and potential opportunities across its network.

The results

Harbor reduced the time required to evaluate sourcing opportunities and improved visibility across its supplier network. Better data quality helped procurement teams identify cost-saving opportunities while making decisions with greater confidence.

The new sourcing framework also created a more consistent way for teams to collaborate and evaluate suppliers. With better-connected data and clearer performance benchmarks, Harbor can now respond to sourcing opportunities faster while building a stronger foundation for long-term procurement efficiency.

Sophia Lin

Faster decisions

Sophia Lin

Faster decisions

31%

Data gaps reduced

31%

Data gaps reduced

18%

Procurement savings

18%

Procurement savings

Our sourcing decisions are no longer based on disconnected spreadsheets and incomplete information. We can now see the full picture and act on it much faster.

Avatar

Oliver Grant

VP of Procurement, Harbor & Co.

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你的下一份 Offer,
从这里开始。

找出你与理想Offer之间的差距,让每一个求职决策都更有胜算。

Brand Logo

以企业用人视角,结合个人优势与长期职业发展,帮助学生找准职业方向,建立真正的求职竞争力。

让优势,成为胜势。

© 2026 EDU Association Ltd.

  • Brand Logo
  • Brand Logo

你的下一份 Offer,
从这里开始。

找出你与理想 Offer 之间的差距,让每一个求职决策都更有胜算。

Brand Logo

以企业用人视角,结合个人优势与长期职业发展,帮助学生找准职业方向,建立真正的求职竞争力。

让优势,成为胜势。

© 2026 EDU Association Ltd.

  • Brand Logo
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