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Title

THE SWING creates a smoother driving experience with Databricks

derived · high
THE SWING creates a smoother driving experience | Databricks Skip to main content Login Why Databricks Discover For App Develop…

Description

Korea's personal mobility provider THE SWING adopted the Databricks Data + AI Platform, including Unity Catalog and AI/BI Genie, for fleet management, IoT optimization and data governance, cutting data analysis time by 30%, reducing operating costs by 40%, and increasing revenue 20% through AI-driven vehicle location and relocation insights.

derived · high
…ing CUSTOMER STORY Making day-to-day transportation personalized and effortless 30% Less time spent analyzing data 40% Reduction in business operating costs 20% Increase in revenue through the a…
…y transportation personalized and effortless 30% Less time spent analyzing data 40% Reduction in business operating costs 20% Increase in revenue through the analysis of custom data THE SWING, Korea’s…
…ss 30% Less time spent analyzing data 40% Reduction in business operating costs 20% Increase in revenue through the analysis of custom data THE SWING, Korea’s leading personal mobility provider, is driving innovation wi…
…sitioned THE SWING as an agile, forward-thinking leader in the mobility market. A pivotal enhancement was the adoption of Unity Catalog, which centralized data access controls and enabled granular permission assignments. This secured sensitive data access while ensuring compliance across offerings l…

Company

THE SWING

quote · high
…ess operating costs 20% Increase in revenue through the analysis of custom data THE SWING, Korea’s leading personal mobility provider, is driving innovation with products like bicycles, e-bikes, electric kickboards and scooters. Serving over 4 million users with 120,000 vehicles, they continue to expand wit…

Country

South Korea

quote · high
…ess operating costs 20% Increase in revenue through the analysis of custom data THE SWING, Korea’s leading personal mobility provider, is driving innovation with products like bicycles, e-bikes, electric kickboards and scooters. Serving over 4 million users with 120,000 vehicles, they continue to expand wit…

Industry

Retail

classification · high
…experiences to over 4 million users for years to come.” Share this post Details Industry : Retail and Consumer Goods Cloud : AWS Product : Databricks SQL , Delta Lake , Agent Bricks Ready to get s…

Problem

THE SWING's legacy system, which extracted unstructured data from AWS for analysis in BigQuery, consumed excessive resources and delayed decision-making as its growing fleet, frequent vehicle relocations and new services outpaced the system's ability to scale.

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…gled to scale alongside the company’s expanding fleet and diversified services. Due to unstructured data formats, data had to be extracted from Amazon Web Services (AWS), analyzed in BigQuery and then further processed. This multistep approach consumed excessive resources, increased costs and delayed critical decision-making. The outdated system also limited access to data insights, creating bottlenecks…

Solution

THE SWING adopted the Databricks Data + AI Platform, using Databricks SQL for structured queries and reporting, Databricks Notebooks and MLflow for exploratory analysis and ML model management, AI/BI Genie to translate natural language questions into SQL queries, real-time IoT data processing via Apache Spark Streaming and Kafka, and Unity Catalog to centralize data access controls.

derived · high
…mlined data management and enabled teams to extract more value from their data. Analysts utilized Databricks SQL for structured data queries and reporting, while data scientists leveraged Databricks Notebooks for exploratory analysis and MLflow to manage ML models from experimentation to deployment. AI/BI Genie added another layer of innovation, allowing teams to translate natu…
…ory analysis and MLflow to manage ML models from experimentation to deployment. AI/BI Genie added another layer of innovation, allowing teams to translate natural language questions into SQL queries, democratizing data access across the organization. Real-time IoT data processing via Apache Spark™ Streaming and Kafka enabled THE…
…questions into SQL queries, democratizing data access across the organization. Real-time IoT data processing via Apache Spark™ Streaming and Kafka enabled THE SWING to monitor vehicle statuses accurately and detect anomalies, such as unusual locations or potential misuse, in real time. Databricks’ suppo…
…sitioned THE SWING as an agile, forward-thinking leader in the mobility market. A pivotal enhancement was the adoption of Unity Catalog, which centralized data access controls and enabled granular permission assignments. This secured sensitive data access while ensuring compliance across offerings l…

Business value

THE SWING reduced data analysis time by 30% and eliminated labor-intensive conversion tasks, contributing to a 40% reduction in operating costs, and increased sales by 20% through integrated marketing strategies informed by the data. The company anticipates a 70% reduction in IoT log processing time compared with their legacy system, further streamlining operations.

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…Data + AI Platform By unifying data analytics and AI processes with Databricks, THE SWING reduced data analysis time by 30% and eliminated labor-intensive conversion tasks. AI/BI Genie empowered nontechnical teams to analyze data using natural languag…
…sing natural language, enhancing data accessibility across the organization and contributing to a 40% reduction in operating costs. “The implementation of Databricks has driven significant revenue growth,” Seun…
…obility service and Swap bike subscription program for better decision-making.” THE SWING identified customer needs and launched integrated marketing strategies, increasing sales by 20%. The company anticipates a 70% reduction in IoT log processing time compared wit…
…er needs and launched integrated marketing strategies, increasing sales by 20%. The company anticipates a 70% reduction in IoT log processing time compared with their legacy system, further streamlining operations. Looking ahead, THE SWING plans to develop real-time analytics systems to refine…

AI capabilities

Generative AI, Predictive Analytics

classification · high
…ns with enhanced fleet management, IoT optimization and robust data governance. AI-driven insights now power smarter vehicle location analysis and relocation, boosting customer satisfaction and achieving a 20% revenue increase through improved data-driven decisions. Tackling inefficient data analytics and migration challenges In the fast-paced…

Technology

Databricks SQL, Delta Lake, Agent Bricks, Unity Catalog, MLflow

classification · high
…come.” Share this post Details Industry : Retail and Consumer Goods Cloud : AWS Product : Databricks SQL , Delta Lake , Agent Bricks Ready to get started? Try Databricks for free Learn more about our product Talk…
…sitioned THE SWING as an agile, forward-thinking leader in the mobility market. A pivotal enhancement was the adoption of Unity Catalog, which centralized data access controls and enabled granular permission assignments. This secured sensitive data access while ensuring compliance across offerings l…

Deployment model

cloud

classification · high
…or years to come.” Share this post Details Industry : Retail and Consumer Goods Cloud : AWS Product : Databricks SQL , Delta Lake , Agent Bricks Ready to get started? Try…

Deployment options

cloud

classification · high
…or years to come.” Share this post Details Industry : Retail and Consumer Goods Cloud : AWS Product : Databricks SQL , Delta Lake , Agent Bricks Ready to get started? Try…

Headline outcome

derived · high
…y transportation personalized and effortless 30% Less time spent analyzing data 40% Reduction in business operating costs 20% Increase in revenue through the analysis of custom data THE SWING, Korea’s…

Use case type

Predictive operations

classification · medium
…ns with enhanced fleet management, IoT optimization and robust data governance. AI-driven insights now power smarter vehicle location analysis and relocation, boosting customer satisfaction and achieving a 20% revenue increase through improved data-driven decisions. Tackling inefficient data analytics and migration challenges In the fast-paced…
Capture details
Captured
09 Sept 2026, 06:04 UTC
Extractor
fetch-strip@1
Snapshot hash
f88d79ed3fcc8f14625dcc16e814832974aa984413c18758ed5b84d9e8898a32