Celonis Partners with Databricks on Lakehouse
Process mining software company Celonis has announced a partnership with Databricks. The collaboration will integrate Celonis's process mining and execution management capabilities with the Databricks lakehouse platform. The move aims to help organizations analyze and optimize their business processes using a unified platform for data, analytics, and AI.
- The technical integration hinges on Databricks Delta Sharing, an open-source protocol that enables a live, bi-directional connection between the Celonis Process Intelligence Platform and the Databricks Data Intelligence Platform without data duplication. This architecture avoids data silos and synchronization errors, which is critical for maintaining data integrity in regulated environments like healthcare. - For system architecture, this partnership allows analytics platforms to keep a single source of truth in the lakehouse storage layer (e.g., S3, ADLS). Celonis reads data directly from Databricks to create a "digital twin" of business operations, enriching the raw data with process context. - The collaboration is designed to enhance AI-driven workflows by feeding process intelligence from the Celonis Process Intelligence Graph directly into Databricks' "Agent Bricks," a product for building production-quality AI agents. This allows AI models to be grounded in the actual operational realities of the business, moving beyond purely data-driven analysis to context-aware intelligence. - In terms of governance, the approach leverages Databricks' secure and controlled data infrastructure while applying Celonis's process-level insights. Celonis has a stated focus on compliance with regulations like GDPR, including principles of data minimization and purpose limitation, which are crucial for healthcare data. - This partnership reflects a significant trend in the modern data stack, where the focus is shifting from data preparation to delivering business-context-aware insights. For senior engineers and aspiring architects, mastering the integration of process intelligence with data platforms is becoming a key differentiator for leadership roles. - Celonis was recently valued at approximately $13 billion, while Databricks reached a valuation of $134 billion with an annual revenue run rate topping $4.8 billion in late 2025. The partnership combines Celonis's market leadership in process mining with Databricks' dominant position in the lakehouse and enterprise AI market.
