Databricks Mosaic AI inside SAP Business Data Cloud

What "SAP Databricks" is, concretely

SAP's February 2025 announcement of the partnership describes SAP Databricks as a version of the Databricks platform "included natively as a service within SAP Business Data Cloud" — a first-party data service, fully managed by SAP, not a bring-your-own-Databricks integration a customer has to wire up separately. The same announcement names native Delta Sharing as the mechanism that lets SAP data products harmonize "bidirectionally" with existing lakehouses, and gives a concrete example of the kind of use case this unlocks: predicting the payment date on open receivables — a finance ML problem that needs both SAP transactional context and a model trained on historical patterns.

The zero-copy path that feeds it

By 6 October 2025, SAP Business Data Cloud Connect to Databricks reached general availability, built on Delta Sharing and secured with mTLS combined with OAuth. Activated SAP data products (C349) mount directly into the Databricks Unity Catalog and can be queried alongside any other data already governed there, with no replication, custom API export or manual upload — replacing exactly the fragile extract-and-load pattern that previously created governance gaps, data silos and high maintenance cost. This is the plumbing; Mosaic AI is what sits on top of it once the data is there.

Why it matters

• SAP Databricks is a first-party, SAP-managed service — not a customer-wired integration — which changes both the contracting conversation and who is accountable for the underlying platform.
• Because activated data products mount into Unity Catalog rather than being copied, Mosaic AI jobs inherit BDC's existing access controls automatically — there is no second permission model to design or audit.
• Mosaic AI needs genuine Databricks/Python/Spark skills; scoping it as a low-code extension of SAC or Datasphere modelling under-resources the engagement from day one.

Key points

• SAP Databricks: a first-party, fully managed Databricks service natively included in Business Data Cloud (SAP News, February 2025).
• Zero-copy connect to Databricks reached GA 6 October 2025: Delta Sharing, mTLS + OAuth, direct mounting into Unity Catalog.
• Mosaic AI is Databricks' own machine-learning/generative-AI toolset — a Databricks product, not an SAP one — running inside the SAP-provisioned workspace.
• Governance carries over: Unity Catalog access controls apply to Mosaic AI jobs and endpoints without a second permission system.
• SAP's own named use case: predicting payment dates on open receivables, a finance ML problem needing both transactional context and trained models.
• Reach for Mosaic AI when the job needs custom model training, feature engineering or model serving; reach for Just Ask or a BDC intelligent application when it does not.
• The zero-copy connect is the precondition for a Mosaic AI engagement, not the deliverable itself.

Terms used on this page

SAP Databricks

A first-party, fully managed Databricks service included natively as part of SAP Business Data Cloud.

Mosaic AI

Databricks' own machine-learning and generative-AI product line — model training, serving, feature store, vector search.

Unity Catalog

Databricks' unified governance layer for data and AI assets; SAP data products mount into it rather than being copied.

Delta Sharing

The open protocol underlying zero-copy, bidirectional data sharing between BDC and Databricks.

Sources

1. SAP News Center — SAP and Databricks: A Bold New Era of Data and AI (February 2025 — SAP Databricks as first-party service, Delta Sharing, receivables use case)
2. Databricks Blog — Announcing General Availability of SAP Business Data Cloud Connect to Databricks (6 October 2025 — Delta Sharing, mTLS + OAuth, Unity Catalog mounting)