SAP S/4HANA Embedded Analytics Benefits Architecture and Performance Insights That Matter

With the rise of intelligent ERP, currently SAP S/4HANA Embedded Analytics is in , changing the way meaningful data is accessed, manipulated, and utilized across the business. As a result, it delivers real-time information in the places it’s needed most – directly within business processes.

For further reading Learn more from the SAP S/4HANA Wikipedia

At Cremencing.com, we specialize exclusively in SAP Custom Development. Moreover, our professionals assist you in maximizing Embedded Analytics to address SAP S/4HANA performance problems, build custom dashboards, and empower predictive insights, without any lag.

What is SAP S/4HANA Embedded Analytics?

To begin with, SAP S/4HANA Embedded Analytics is a group of real-time analytic tools that you can use with the SAP S/4HANA core. It makes real-time transactional data available, thus eliminating the need for a dedicated data warehouse or complicated ETL (Extract, Transform, Load) transactions.

Key Components:

CDS Views for semantic modeling and construction of analytical objects

The structure of the layered model for VDM

Runtime SQL Views in SAP HANA database

Fiori Apps for a great user experience

OData services, BICS, and SAP HANA InA interfaces

Key Benefits of SAP Embedded Analytics

Feature	Benefit
Real-Time Reporting	Access and analyze live data directly from S/4HANA
Embedded in Processes	Analytics appear in operational workflows
CDS-Driven Models	Ensure performance and reduce redundancy
Seamless User Experience	Available on mobile and desktop via SAP Fiori
AI-Ready	Supports predictive models and machine learning

How It Works: Embedded Analytics Architecture

SAP S/4HANA Embedded Analytics makes use of ABAP CDS Views, so that data is modeled semantically and independently of the Logical Data Model without involving replication or transformations. Furthermore, if CDS views are activated, SQL times are created, which are then executed directly in the SAP HANA DB to gain fast access and keep the system load to a minimum.

Virtual Data Model Layers:

Private Views: Not shown to the users

Interface Views: Model business logic that is reusable across multiple interfaces.

Consumption view: Made available to end users for analytics and reporting

Consequently, these perspectives enable companies to build reports, dashboards, and KPIs that reflect certain business processes.

When to Use SAP Embedded Analytics

Embedded Analytics is most beneficial in scenarios where:

• You need live access to operational data
• You don’t want to suffer from slowness when pulling out data
• You must have a simplified system; don’t have a separate BI layer.

However, if you need to have a report that considers history coming in from multiple systems, then we suggest you manage with SAP BW/4HANA or SAP Datasphere in combination with Embedded Analytics.

Common SAP S/4HANA Embedded Analytics Reports

For example, SAP delivers hundreds of standard-built-in reports in various modules. Here are some common categories:

Financial Reports

• Trial Balance
• Profit Center Report
• Accounts Receivable & Payable Aging

Logistics Reports

• Inventory Turnover
• Stock Aging Analysis
• Sales Order Fulfillment

Procurement Reports

• Supplier Evaluation
• Purchase Order Analysis
• Contract Compliance

Manufacturing Reports

• Work Center Utilization
• Production Variance
• Material Availability

These reports are available in SAP Fiori, Query Browser or Smart Business Cockpits and can be adapted using CDS views.

Real-Time Insights Meet AI & Predictive Analytics

As of 2025, SAP is still developing S/4HANA Embedded Analytics with artificial intelligence capabilities. Highlights include:

SAP Joule- Self-Service Analytics using Natural Language Processing

Insights dashboards: TULSIP Forecasting & anomalies automatic detection

Upkeep intelligence: An intelligence alert to asset management, lifecycle intelligence notes

These technologies enable decision makers to transcend historical information, thereby taking proactive actions about trends and predictions, and root causes.

Addressing S/4HANA Performance Issues

In practice, many companies struggle with many companies struggle with SAP S/4HANA performance degradation when access and operations start to vie for system resources. Here’s how to avoid them:

Best Practices:

• Activate not all CDS views to avoid unnecessary load!
• Optimise the layering of views so that heavy joins and complex calculations are not stacked on top of each other.
• Monitor and manage HANA workload with performance tuning tools
• Archive and store data according to analytics requirements

At Cremencing, we know how to fix these thanks to a bit of custom development and good ol’ fashioned clever architecture planning.

SAP Embedded Analytics vs. SAP Analytics Cloud vs. BW/4HANA

Feature	SAP Embedded Analytics	SAP Analytics Cloud (SAC)	BW/4HANA
Real-Time Access	Yes	Yes (Live/Import)	No
Data Scope	Operational	Strategic & Predictive	Historical, multi-source
Modeling Complexity	Low	Medium	High
Ideal For	Daily users	Analysts & planners	Data consolidation & long-term analysis

Internal Link

If you’re exploring custom analytics solutions, look no further.
Check out our SAP Custom Development Services

External Resources

• SAP Help Portal – Analytics Updates
  
• SAP Official Page for Embedded Analytics
  
• ASUG: Real-time S/4HANA Reporting
  
• Mindset: SAP Embedded Analytics Overview

Summary

In summary, SAP S/4HANA Embedded Analytics is a Strategic Move from Classic Business Intelligence into a real-time embedded operational reporting. It makes infrastructure leaner, improves decision-making, reduces the cost of data duplication, and eliminates the need for third-party tools.

Together with AI and predictive functions, it sets companies up to shift from reactive to proactive— and even predictive— operations.

At Cremencing. com, we enable companies to build and customize embedded analytics for their SAP systems, troubleshoot performance problems they encounter in S/4HANA, and fully capitalize on their intelligent ERP.

Call to Action

Looking for assistance with building or enhancing SAP S/4HANA Embedded Analytics?

At Cremencing Solution, we are Masters of SAP Custom Development. Whether it’s building CDS views and VDMs, speeding up your system or even plugging in AI-driven analytics — we’re here to make a difference.

Visit our Custom Development page or Contact Us to schedule a consultation.

Let’s make your SAP smarter, faster, and future-ready.

Frequently Asked Questions (FAQs)

1. What is SAP S/4HANA Embedded Analytics?
It’s a native analytics capability within S/4HANA that provides real-time access to business data for operational reporting and decision-making. It uses CDS views and is integrated into business processes.

2. What is SAP S/4HANA Overview?
SAP S/4HANA is SAP’s latest ERP suite, built on the HANA in-memory database, featuring a simplified data model, Fiori UX, and embedded intelligence including analytics, AI, and machine learning.

3. What is the SAP Embedded Analytics Job Description?
A professional in this role builds and maintains CDS views, develops Fiori dashboards, ensures performance tuning, and integrates S/4HANA with analytics tools like SAC or BW/4HANA.

4. Which Reports Are Included with SAP Embedded Analytics?
Embedded Analytics includes hundreds of standard reports across finance, logistics, procurement, and manufacturing—all built on CDS views and accessed through SAP Fiori and related tools.