Direct connection or Atlas
Connect to MongoDB Atlas or self-hosted instances. No need to flatten or move data to a relational warehouse first.
All integrations
Integrations · Databases
Sapien + MongoDB
Use your MongoDB data where it lives. Get full variance decomposition, traceable insights, and repeatable workflows on document-based data without complex ETL.
How Sapien integrates with MongoDB
Your collections and schemas
We map your collections, embedded documents, and field structures. The Company Engine understands your document model for auditable output.
Read-only, your control
Sapien connects read-only. Queries run at your preferred cadence with your connection and access controls.
Learn more about MongoDB.
What you can do better with Sapien
MongoDB gives you the data. Sapien adds driver-level analysis, traceability, and repeatable workflows so your team spends less time reconciling and more time deciding.
Variance analysis on document data
MongoDB stores your data; Sapien decomposes why numbers moved. Get full variance walks and drill to document level with citations, so you can answer 'why did we miss?' without complex aggregation pipelines.
One analytical layer on top of your database
Sapien sits on MongoDB and understands your document structures. Finance and ops get self-service analysis and board-ready output without flattening data into a relational model.
Repeatable workflows instead of one-off aggregations
Turn the analysis you run every month into Workflow Agents that execute identically each period. Shift from ad-hoc aggregation pipelines to a consistent analytical cadence.