Skip to main content

LakeFusion

Category: AI in Analytics & BI

AI-native Master Data Management (MDM) platform built natively for Databricks Lakehouse, enabling enterprises to unify, govern, and activate data across critical domains LakeFusion was founded in 2023. The company is led by Vikas Punna. Based in Austin, United States. Team size: 21. Total funding raised: $7.5M. Latest round: Seed. Key investors include ["Silverton Partners (lead investor)", "Carbide Ventures"].

Founded
2023
Headquarters
Austin, United States
Team size
21
Total funding
$7.5M

Value proposition

3x faster implementation than traditional MDM solutions, leveraging AI/ML for semantic entity resolution and data unification within Databricks ecosystems with implementation time under 6 weeks

Products and solutions

["Patient 360","Product 360","Customer 360","Multidomain MDM","Databricks-native MDM","Azure Marketplace solution","AWS Marketplace solution"]

Unique value

Only MDM solution natively built for Databricks Lakehouse, using AI/ML (LLMs + vector similarity search) for semantic entity resolution with native integration eliminating data silos

Target customer

Enterprises in healthcare, financial services, retail, manufacturing, media, and public sector requiring scalable data governance and entity resolution

Industries served

["Healthcare & Life Sciences","Financial Services","Retail","Manufacturing","Media and Entertainment","Communication","Public Sector"]

Technology advantage

Native integration with Databricks Lakehouse architecture, eliminating data silos and reducing implementation time to under 6 weeks. Leverages serverless capabilities and efficient cluster management for scalability

How they differentiate

LakeFusion differentiates through being the only MDM solution natively built specifically for Databricks Lakehouse, enabling 3x faster implementation compared to traditional solutions. Leverages LLMs and vector similarity search for semantic entity resolution with native integration

Main competitors

["Informatica (MDM for Databricks)","Reltio (cloud-native MDM)","Ataccama (data quality + MDM)","Tamr (AI-driven entity resolution)","Semarchy xDM","Profisee","SAP MDG","Oracle CDH/MDM"]

Key partnerships

["Databricks (native platform integration)","Microsoft Azure Marketplace (distribution)","AWS Marketplace (distribution)","Frisco Analytics (development resources)"]

Notable customers

["Available on Microsoft Azure Marketplace","Available on Databricks Marketplace","Available on AWS Marketplace"]

Major milestones

["2024: Founded with CEO Vikas Punna's expertise in data governance","2025: Closed seed funding round","2025: Launched AI-native MDM platform on Databricks Lakehouse","2025: Partnered with Databricks for native integration","2025: Became available on Microsoft Azure Marketplace","2025: Became available on Databricks Marketplace","2025: Became available on AWS Marketplace","2026: Closed $7.5M seed financing led by Silverton Partners with Carbide Ventures participation in May"]

Growth metrics

15 employees, platform available on 3 major cloud marketplaces (Databricks, Azure, AWS), 3x faster implementation than traditional MDM solutions

Market positioning

Specialized MDM solution for Databricks users, focusing on enterprises needing rapid data unification and governance without legacy infrastructure. Positions as the only Databricks-native MDM platform

Geographic focus

North America (headquartered in Austin, Texas) with expansion into European markets and global reach through cloud marketplaces

Patents and IP

No public patents/IP disclosed in available sources as of December 2025

About Vikas Punna

Founder & CEO of LakeFusion with extensive background in data management and analytics. Former Managing Director at Frisco Analytics and UNICO Solutions, with over 15 years of experience in enterprise data management, AI-powered entity resolution, and data governance solutions for healthcare, financial services, and retail sectors.

Official website: