G2

Andrea B.

Advanced Analytics Consultant

Mid-Market (51-1000 emp.)

10/30/2026

"Unified SAP Data & Analytics Stack with Powerful SAP-Managed Data Products"

4/5

What do you like best about SAP Business Data Cloud?

What I appreciate most is the effort to bring SAP’s data and analytics stack together under a single offering. Having SAP Datasphere, SAP Analytics Cloud, and SAP Databricks managed in one place makes the overall architecture feel simpler than stitching separate products together.

The SAP-managed data products are the most compelling part for me. They expose SAP application data while preserving business semantics, which cuts down on the work that usually goes into extracting and re-modeling S/4HANA data. The zero-copy approach via BDC Connect also feels like a meaningful step for use cases where SAP data needs to be combined with external platforms without duplicating it.

On top of that, the release cadence is fast, with new features arriving regularly, and the roadmap communicates a clear direction toward a business data fabric and AI-ready data. Review collected by and hosted on G2.com.

What do you dislike about SAP Business Data Cloud?

The licensing model is my main area of concern. Capacity Units are flexible in theory, but in practice consumption is hard to estimate upfront and even harder to monitor consistently. That makes sizing and cost forecasting difficult, especially during pre-sales or in the early phases of a project.

In addition, some capabilities and data products/Insight Apps are still in controlled availability or only on the roadmap, which can make it challenging to distinguish what is truly production-ready today from what has merely been announced. With the product evolving so quickly, documentation, best practices, and community know-how sometimes lag behind the pace of change.

For existing SAP Datasphere, SAC, or BW customers, the transition path and the mapping of current entitlements are not always straightforward either. Overall, the value proposition is strongest in SAP-centric landscapes; in more heterogeneous environments, the benefits need to be evaluated on a case-by-case basis. Review collected by and hosted on G2.com.

What problems is SAP Business Data Cloud solving and how is that benefiting you?

The main issue BDC addresses is the fragmentation of the SAP data and analytics landscape. Customers often operate separate tools for data warehousing, analytics, planning, and data science, relying on custom extractions from SAP sources and then losing business semantics along the way. BDC brings these pieces together under a single offering and provides SAP-managed data products that expose application data with its business context intact, which can reduce the effort spent on extraction, harmonization, and re-modeling.

A second challenge is integrating SAP data with non-SAP platforms. The zero-copy approach via BDC Connect makes it possible to share SAP data with external lakehouses without having to build and maintain duplicate pipelines, which is especially relevant for customers that already run a data platform outside SAP.

From a consulting perspective, the value is a clearer reference architecture to propose to SAP-centric customers and a faster starting point for projects, since part of the data foundation comes as standard content rather than being built from scratch. It also provides a stronger basis for AI and advanced analytics use cases on SAP data. That said, the benefits still depend heavily on how many relevant data products are available for the customer’s scope and on careful capacity sizing, so each situation needs a proper assessment before committing. Review collected by and hosted on G2.com.