Frequently Asked Questions

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General Questions

What is LakeFusion?

Lakefusion is an LLM-based Master Data Management (MDM) solution designed to integrate natively within Databricks Lakehouse. It enables businesses to improve data quality, achieve real-time processing, and gain a unified 360° view of their data on the medallion architecture.

How does LakeFusion improve data quality?

LakeFusion enhances data quality management by leveraging lakehouse monitoring and data profiling capabilities. These features allow users to continuously monitor their data landscape, assess data health, and ensure data quality across the entire workflow.

Can LakeFusion be customized to fit my specific business needs?

Yes, LakeFusion is highly customizable. Our team will work with you to tailor the solution to your unique requirements, ensuring it aligns perfectly with your business goals.

How does LakeFusion integrate with Databricks?

LakeFusion is built entirely on the Databricks platform, leveraging its Medallion Architecture to organize data into layers—Bronze, Silver, and Gold—for optimized data processing. This structure enhances data quality and enables efficient querying and analytics, all within a unified and scalable environment provided by Databricks.

What types of data can LakeFusion handle?

LakeFusion is designed to manage a wide range of data types, including customer data, product listings, transactional data, and more. It is capable of processing large datasets with complex structures.

How does LakeFusion ensure data security?

LakeFusion utilizes Databricks native security capabilities to enhance its data management and AI operations. By integrating with Databricks’ unified security framework, LakeFusion can ensure that its data and machine learning models are within your Databricks environment.

Is LakeFusion compatible with my existing data infrastructure?

LakeFusion is designed to integrate seamlessly with existing data infrastructures, especially those aligned with Databricks Delta Lake and open-source data management solutions.

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