Agentic Testing and Simulation with Int4 Suite's SAP Business Knowledge Graph

[MichalKrawczyk]

Intro 

Have you ever wondered why simulation and test automation software is not accessible in a easy way to everyone for SAP projects? Now with Agentic Testing and Simulation based on Int4 Suite's SAP Business Knowledge Graph it's no longer the case with Int4 Suite. You can use your enterprise AI and to simulate any 3rd party test system and run any automated SAP Business process test defined in Int4 Suite.

Why use Agents and AI for Testing and Simulation of SAP applications?

The Int4 Suite stores millions of historical electronic messages (test cases) pulled from various integration platforms and SAP S/4HANA or SAP ECC backends using Int4 Suite Robotic Crawler, as shown in the figure below.

These messages can be grouped into folders and executed across development and test environments. However, this traditional approach comes with two major challenges:

a) Finding the Right Test Cases - Even with our powerful Test Case Analyzer, searching through millions of test messages can be overwhelming. Imagine needing to find all messages related to incoming sales orders for:

Customer: 5002334

Materials: T-DK0001 and B-234234

Even with perfectly structured folders, locating the right data might still take several minutes. Multiply that effort across teams and use cases, it adds up.

b) Accessibility and Democratization of Testing - At Int4, we champion citizen testing. Testing and simulation shouldn’t be limited to users with automation expertise. Anyone should be able to run tests, manual or automated, easily and intuitively. That’s why Int4 Suite isn’t licensed by the number of users. We believe in unrestricted access for all who need to test SAP-integrated business processes.

How Agentic Testing and Simulation Solves These Challenges?

With Agentic Testing and Simulation built on Int4 Suite’s SAP Business Knowledge Graph, we can either eliminate or significantly reduce the two main pain points above:

a) Smarter Test Case Discovery - by combining:

• Historical messages,

• Master data,

• And entity relationships,

our intelligent agents enable users to perform semantic and business-context-based searches across all test cases. You can now search using natural language or business-specific criteria and execute relevant tests instantly similarly as shown in Figure below. 

b) AI-Driven Chat for Testing - thanks to enterprise AI and chat-based interfaces, anyone, from any SAP S/4HANA or SAP BTP project, can now access and use testing features without needing to understand the underlying software mechanics.

This brings simulation and automated testing closer to business analysts, project managers, and functional consultants, not just developers or testers.

Why Int4 Suite’s SAP Business Knowledge Graph is a Game Changer?

Having access to millions of test messages is powerful. But being able to query those test cases from a business perspective makes it revolutionary.

Instead of filtering only by material numbers or quantities, imagine asking:

• Pharmaceutical industry:
  "Show me test cases of sales orders containing materials flagged as high-risk."

• FMCG industry:
  "Find sales orders from partners where deliveries were most delayed in the last 3–6 months—especially when it led to lost priority unloading slots."

To enable these kinds of queries, the Business Knowledge Graph links test data with master data and maps relationships between them—unlocking far more intuitive, business-relevant insights.

Where to Learn More About Int4 Suite?

👉Visit our SAP Learning Course - Avoid SAP S/4HANA Project Delays with Third-Party Systems Service Virtualization