LakeFusion provides an AI-native master data management (MDM) platform purpose-built for the Databricks Lakehouse. Traditional MDM tools sit outside the lakehouse and require heavy integration, but LakeFusion embeds AI and automation directly into the MDM process and integrates natively with Databricks so organizations can deliver trusted, deduplicated, and governed master data for analytics and AI without moving data out of their platform. As enterprises rush to make data AI-ready, clean and reconciled master data becomes a prerequisite for reliable AI outputs, and LakeFusion targets exactly that gap. The company closed its seed funding round led by Carbide Ventures, capital it is using to build out its lakehouse-native MDM capabilities and serve enterprises standardizing their data foundations for AI.