Customer story

Judo Bank builds a scalable, trusted data foundation with Snowflake and Ataccama

March 25, 2026 1 min. read

Judo Bank, a commercial bank focused exclusively on Australia’s SME segment, relies on data to better understand its business, markets, and customers. To support this vision, the bank set out to consolidate data into a single platform that could deliver both agility and scalability. 

Challenge: scaling data in a rapidly changing environment

As Judo Bank grew, its existing technologies struggled to keep pace with rapid organizational change. The bank needed a more flexible data architecture that could scale resources up and down on demand while maintaining strong oversight of data usage and quality. 

Solution: a modern data ecosystem with built-in trust

Judo Bank adopted Snowflake as its core data platform, leveraging its ability to separate storage and compute for on-demand scalability. Beyond core data processing and storage, Snowflake provided access to external data via the Marketplace, as well as integrated capabilities for machine learning and monitoring. 

Ataccama was implemented as the data trust layer on top of Snowflake, delivering automated data quality checks, monitoring, and validation across all data flows. This ensured that data moving through the platform remained reliable, while also contributing to faster data processing. 

Outcome: faster, trusted data for better decisions

With Snowflake and Ataccama, Judo Bank can deliver cleaner data faster, with improved visibility into data quality and usage. The combined solution enables teams to scale efficiently while maintaining trust in their data, supporting both operational needs and future ambitions. 

Partnership: driving continuous innovation

A close collaboration between Judo Bank, Snowflake, and Ataccama ensures a short feedback loop across business, data, and technology teams. This alignment allows Judo Bank to continuously evolve its data capabilities in line with its strategic goals. 

Date 25.03.2026

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Client
Client Logo
Client Challenge Address limited agility and scalability in existing technologies that fail to support rapid organizational change
Solution Implement Snowflake as a data ecosystem and layer Ataccama on top to enable automated data quality, monitoring, and validation across data workflows
Result Enable fast scaling of resources, improve data oversight and trust, and deliver cleaner data faster across the organization
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Judo Bank, a commercial bank focused exclusively on Australia’s SME segment, relies on data to better understand its business, markets, and customers. To support this vision, the bank set out to consolidate data into a single platform that could deliver both agility and scalability. 

Challenge: scaling data in a rapidly changing environment

As Judo Bank grew, its existing technologies struggled to keep pace with rapid organizational change. The bank needed a more flexible data architecture that could scale resources up and down on demand while maintaining strong oversight of data usage and quality. 

Solution: a modern data ecosystem with built-in trust

Judo Bank adopted Snowflake as its core data platform, leveraging its ability to separate storage and compute for on-demand scalability. Beyond core data processing and storage, Snowflake provided access to external data via the Marketplace, as well as integrated capabilities for machine learning and monitoring. 

Ataccama was implemented as the data trust layer on top of Snowflake, delivering automated data quality checks, monitoring, and validation across all data flows. This ensured that data moving through the platform remained reliable, while also contributing to faster data processing. 

Outcome: faster, trusted data for better decisions

With Snowflake and Ataccama, Judo Bank can deliver cleaner data faster, with improved visibility into data quality and usage. The combined solution enables teams to scale efficiently while maintaining trust in their data, supporting both operational needs and future ambitions. 

Partnership: driving continuous innovation

A close collaboration between Judo Bank, Snowflake, and Ataccama ensures a short feedback loop across business, data, and technology teams. This alignment allows Judo Bank to continuously evolve its data capabilities in line with its strategic goals. 

Author David Lazar
Date 25.03.2026

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