Title
Cafe24 Scales E-Commerce Growth With Data and AI
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Company
Cafe24
…rity and Trust Ready to get started? Get a Demo Login Contact Us Try Databricks Customer Stories / Cafe24 CUSTOMER STORY Driving growth for modern e-commerce brands 64% Increase in aver…
Description
Cafe24, Korea's largest online shopping mall platform supporting more than 2 million brands, consolidated fragmented data (300+ GB of daily logs across 700+ tables) onto the Databricks Data + AI Platform to standardize KPIs and connect analytics directly to operational execution for its Cafe24 PRO service. Data flows through a medallion-architecture lakehouse governed by Unity Catalog, with Agent Bricks, Databricks' multi-agent AI framework, decomposing complex analytical tasks across specialized AI agents that collaborate on reasoning, analysis and execution for promotions, merchandising and marketplace operations. Business users access insights through BI dashboards and natural-language interfaces. Over a six-month period, brands using Cafe24 PRO saw a 24% increase in total revenue, a 64% increase in average order value, and a 36% increase in new customers; manual marketplace operations work dropped from more than three hours to under five minutes per marketplace.
…red by Agent Bricks , Databricks’ multi-agent AI framework. Using Agent Bricks, complex analytical tasks are decomposed and orchestrated across specialized AI agents that collaborate on reasoning, analysis and execution. This unifies data exploration, analytics and operational action into a single…
Problem
Before Databricks, Cafe24 struggled with fragmented systems, inconsistent KPIs and slow, manual data processes that limited automation and made it difficult to apply AI at scale. With more than 300GB of log data generated daily and over 700 tables to manage, processing and operational efficiency became increasingly constrained.
…ta generated daily create both opportunity and complexity for AI-driven growth. Before Databricks, Cafe24 struggled with fragmented systems, inconsistent KPIs and slow, manual data processes that limited automation and made it difficult to apply AI at scale. After unify…
Implementation approach
Cafe24 consolidated large volumes of data into a single lakehouse, applying a Medallion architecture to manage data quality and reliability, with centralized governance, metadata management and fine-grained access control handled through Unity Catalog. Using Agent Bricks, complex analytical tasks are decomposed and orchestrated across specialized AI agents that collaborate on reasoning, analysis and execution.
…tions, operations, customer behavior and service logs, into a single lakehouse. A Medallion architecture was applied to manage data quality and reliability in a structured way. By leveraging multiple workspaces and clusters, Cafe24 scaled data environment…
Business value
Databricks replaced a labor-intensive model in which single-store operators manually performed up to 100 repetitive tasks per day. Over a six-month period, Cafe24 PRO recorded a 24% increase in total revenue, a 64% increase in average order value and a 36% increase in new customers, and manual marketplace operations work dropped from more than three hours to under five minutes per marketplace.
…lue distribution about 40% higher than general shopping malls of similar scale. Over a six-month period, Cafe24 PRO recorded strong results: a 24% increase in total revenue, a 64% increase in average order value and a 36% increase in new customers. In…
Industry
Retail
…rand growth for an even wider range of brands in Korea. Share this post Details Industry : Retail and Consumer Goods Use Case : Analytics and Business Intelligence , Artificial Intelligence , Gove…
Technology
Agent Bricks, Unity Catalog, AI/BI
…observed and fed back into the system, reinforcing a cycle of ongoing learning. This approach is powered by Agent Bricks , Databricks’ multi-agent AI framework. Using Agent Bricks, complex analytical…
Business functions
Marketing
…riven execution model. Based on customer purchase patterns and behavioral data, Cafe24 refined promotions by conversion stage such as sign-up, first purchase, repeat purchase and churn prevention. This approach enabled the company to design and optimize execution items inclu…
AI capabilities
Agentic AI, Conversational AI
…Databricks Data + AI Platform provided an enterprise-wide data environment that business users could access and analyze using natural language. This enabled non-technical teams to participate directly in data observation a…
Deployment options
cloud
…ng data system that supports it,” explained Hyuncheol Jang, Senior AI Engineer. Cafe24 chose the Databricks Data + AI Platform as its enterprise-wide data system to implement standardization, governance and consistent operational automation…
Country
South Korea
…s Time spent doing marketplace operations work (reduced from 3 hours) Cafe24 is the number one online shopping mall platform in Korea, supporting more than 2 million brands as they build, operate and scale their b…
Capture details
- Captured
- 03 Sept 2026, 19:32 UTC
- Extractor
- fetch-strip@1
- Snapshot hash
- 5b29d5177281774b05436befbe46d65af9cdca481cbbd2d38ba17414153ef7e4