Integration Blog Posts | SAP Community

Migrating Content-Based Routing Scenarios Using the Migration Tool in SAP Integration Suite

The Hidden Threat to Your Clean Core: Variant Governance in S/4HANA

Variant changes seem harmless — until they quietly break a month of billing, financial postings, or regulatory reporting. In S/4HANA, a single unprotected variant can undermine your entire Clean Core strategy. In this post, I break down why variant g...

Automating Invoice Predictions from SAP Databricks with SAP Datasphere Task Chain

In our previous blog, we demonstrated how to extract insights from semi‑structured invoices and predict payment delays.But processing these first 1,000 invoices was only the beginning; what happens when the next new 1,000 or 10,000 invoices arrive?Re...

How to Get Started with Pipeline for Cloud Integration

This blog is a beginner’s blog for getting started with Pipeline for Cloud Integration, for integration developers having experience in Cloud Integration in general.

Announcement: Register to the new CEI project for SAP Integration Suite in 2026

This blog post points to the upcoming Global Customer Engagement Initiative for SAP Integration Suite.Registration is open until March 13, 2026.

JMS Mastery Series Part 3 - JMS in Production

Master the practical side of JMS by learning to manage resource limits, storage anti-patterns, and surgical retry strategies that separate robust production flows from "transient" disasters. Draw architectural boundary between JMS and Event Brokers, ...

JMS Mastery Series Part 2 - The JMS Revolution

Know dangerous gap between "non-blocking" asynchronous behavior and true reliability, showing how the JMS adapter provides the essential persistence layer needed for guaranteed delivery in SAP Cloud Integration. Learn how to leverage JMS to master co...

JMS Mastery Series Part 1 - The Async Awakening

Stop settling for "fragile" integrations that break every time a receiver system has a hiccup. This post kicks off a new series on JMS Mastery, challenging the habit of defaulting to synchronous processing in SAP Cloud Integration. Discover how to id...

Convert Excel file to CSV in SAP Cloud Integration without External Libraries or JARs [Apache POI]

In many SAP Integration Suite (CPI) scenarios, we receive Excel files from SFTP or other channels and need to process them further — often by converting them into CSV. However, SAP CPI does not support Apache POI out of the box, and adding external l...

Event Enabling Idocs rapidly and almost effortlessly via BTP Integration Suite, Cloud Integration

This Blog demonstrates how to connect ECC / S/4HANA to Advanced Event Mesh via SAP Cloud Integration Idoc Adapter (Sender Channel) and AEM Adapter (Receiver Channel).

Integration Advisor – Create 1:1 Mapping Elements in MAG Editor

In this blog post, I'd like to share with you a great new feature that we have recently delivered: in the Mapping Guideline (MAG) Editor, you can now use the Create 1:1 Mappings feature to automatically map the same nodes in the source and target sub...

Secure SAP–AI Integration Using Advantco OpenPGP Services

How do you securely exchange data between SAP systems and external AI services without embedding cryptography everywhere or relying on network trust?This article presents a practical reference architecture for using OpenPGP on SAP BTP to protect SAP ...

Native Sparkplug B Support in SAP Integration Suite using the Advantco MQTT Adapter.

Sparkplug B turns MQTT from a transport into a state-aware integration contract.In this article, we explore how SAP Integration Suite can consume and publish Sparkplug B messages natively without custom Java, external decoders, or protocol leakage in...

Using Migration Assessment to Plan Your SAP Process Orchestration to SAP Integration Suite Migration

Migrating from SAP Process Orchestration to SAP Integration Suite often starts with uncertainty about the real complexity of the existing landscape. The Migration Assessment capability removes this guesswork by automatically analyzing integration sce...

The Only Script you would ever need for Message Logging and Custom Headers in SAP CI

IntroductionIf you are familiar with a previous blog I had written on Configurable Custom headers in SAP CI where you could just add more custom headers in SAP CI message just by configuring the iflow and without having to edit the iflow and then tra...

SAP ECC vs S/4HANA Integration Capabilities: A Practical Guide for Integration Architects

When integrating with SAP, the first question isn't "which tool?" — it's "what can SAP expose?"This comprehensive guide maps every integration capability in SAP ECC and S/4HANA: RFC/BAPI for transactions, IDocs for bulk data, OData for REST APIs, SOA...

Integrating Cloud Application Lifecyle Management (CALM) with Trading Partner Management (TPM)

IntroductionI am happy to announce that SAP Cloud ALM can now be connected to Trading Partner Management, with which you can configure automated alerting based on B2B scenario-specific details, like trading partners, type systems, message types, etc....

SAP Integration Suite: Q4/2025 Feature Highlights

The fresh batch of features delivered in Q4 2025 brings powerful new tools designed to make your integrations smarter, faster, and more resilient. From AI-powered recommendations that simplify troubleshooting, to streamlined connectivity with top pla...

Graph on Integration Suite: Simplifying Multi-API Data Retrieval with Unified Business Data Graph

Discover how SAP Graph eliminates complex data enrichment patterns by providing unified API access to related business entities through a single call.

Integration Advisor – GS1 XML Messages of the version 2.x series (EAN.UCC)

I am pleased to announce that we have now added older versions (from the 2.x series) of GS1 XML Messages to our predefined Type System content in the Integration Advisor of SAP Integration Suite. In this blog post, I would like to give you a short ov...

Part 1 - Understanding ‘Define Identifiers To Search In Message Processing Logs’

In this multi part series in 2026, we will break down some of the components of the Design Guidelines of Integration suite to help you succeed in designing the best integration flow for your project.

Automating Amazon SP-API Data Extraction in BTP Integration Suite

Connecting BTP Integration Suite to the Amazon Selling Partner API (SP-API) sounds simple - until you hit the "Pagination Wall."If you’ve ever built an integration that only fetches the first 100 records and then stops, you know the frustration. Amaz...

SAP Cloud Integration/CPI: How to Return Custom Error Messages to Sender - available options

Struggling to return meaningful error messages in SAP CPI synchronous interfaces? Learn why ERROR END events always return HTTP 500 with generic messages, and discover practical workarounds to send custom error responses and HTTP status codes to your...

BTP-IS(CPI) - Steps to find the API from SuccessFactors(SF) URL

This blog is a quick guide to find the API from SuccessFactors(SF) URL

How to Create a ServiceNow Incident via REST API Using ABAP (OAuth 2.0)

ServiceNow is a popular IT service management platform. You may need to integrate SAP with ServiceNow to manage tickets or incidents. In this blog, I'll show you how to use ABAP to call the ServiceNow API, authenticate with OAuth2.0, and create an in...

A context change is NOT always caused by addContextChange() alone.

A context change is NOT always caused by addContextChange() alone.CPI also creates context changes automatically when parallel queues advance differently.What is really happening in your caseYou have THREE relevant queues aligned in mapping:productTa...

BehaviorInvocationException: Too few values in second queue in function useOneAsMany

Problem StatementIn SAP CPI Message Mapping, I faced a OneAsMany violation due to mismatched occurrences between two source fields:Company Code → Occurrence = 1PRODUCTTAXITEM → Occurrence = 2So basically, due to difference in context change, I was no...

Getting Unconventional with Groovy - Part 2 - connecting to SAP CI's underlying postgree DB

Introduction:Before I start this let me share that this article is just for the curious bunch of people. I am not recommending you to connect to postgree db of SAP CI for any productive scenarios.SAP CI exposes the following credentials / private key...

Elevate from OData Provisioning Neo/Serverless Runtime(CF) to Integration Suite OData Provisioning

Migrate from OData Provisioning Neo/Serverless Runtime(CF) to Integration Suite OData Provisioning CF environment.

End-to-End Message Tracking and Retry Control in SAP Cloud integration

In this post, we’ll explore an end-to-end asynchronous scenario where the sender is XI (Proxy) and the receiver is an API. The goal is to avoid infinite JMS retries, persist messages in JMS queues, and track them effectively in SAP Cloud Integration ...

New fixes and features in the Pipeline for Cloud Integration package with the Dec 2025 shipment

This blog post provides you a short overview of fixes and features of the Pipeline for Cloud Integration package that we shipped in December 2025.

Getting Unconventional with Groovy - Part 1 - Executing Shell commands Reading Trace Files

Getting Unconventional with Groovy - Part 1 - Executing Shell commands Reading Trace Files Requirement - Requirement is to read SAP CI http trace logs periodically but the standard LogFiles API returns the entire file which for a tenant with heavy tr...

Try out API and the http error message 500 rise

In "Get Started with Integration Suite" mission when you do the mission's step 5 of "Expose Integration Flow Endpoint as API and Test the Flow" tutorial and try out your API, the http error message 500 risen.

API Management - Debug file for Iflow (mission).png

Master Blog: SAP Edge Integration Cell – The Hybrid Integration Journey

Migrating to the SAP Integration Suite doesn't mean moving all your data to the public cloud. For sensitive 'Ground-to-Ground' scenarios, you need a solution that keeps traffic strictly within your private landscape. This is where the SAP Edge Integr...

From PI/PO to SAP Edge Integration Cell: Initial Sizing Approach and Planning for HA/Non-HA Setup

This blog post presents a best practice sizing approach for SAP Edge Integration Cell. The approach uses SAP's sizing guidelines to calculate required CPU, memory, and storage for your infrastructure. A detailed real-world example demonstrates the st...

Integration Advisor – Use Custom XSLT as MAG

I am excited to announce our latest feature: Within the Integration Advisor capability of SAP Integration Suite, you can now define a Mapping Guideline (MAG) using a custom XSLT file. In this blog post, I will provide a brief overview of this new fea...

SAP CPI Best Practices for Designing High-Performance iFlows

Tired of sluggish SAP Cloud Integration performance? CPI works best when treated gently!In this must-read guide, SAP expert Dinesh shares 7 essential, real-world best practices to help you build faster, smarter, and more resilient integration flows t...

Microsoft GRAPH API - Read and extract attachments of Outlook email from Cloud Integration

This blog is to help when there is no IMAP or POP allowed with Outlook email to use Sender Mail adapter; we have an alternative approach with GRAPH API.

Introducing AI-Powered Anomaly Insights & Recommendations in SAP Integration Suite

IntroductionSAP Integration Suite offers API Anomaly Detection that involves monitoring and identifying abnormalities in time series data related to APIs, enabling API Owners detect unexpected patterns or deviations from the norm, ensuring optimal pe...

FAQ – Migration from SAP Process Orchestration to SAP Integration Suite

This document provides answers to the most frequently asked questions from customers and partners planning their migration from SAP Process Orchestration (PI/PO) to SAP Integration Suite.It covers assessment, tooling, technical migration topics, and ...

Migrating XSLT mappings from SAP Process Orchestration to SAP Integration Suite

Integrating Non-SAP Semi-Structured Invoices Data with SAP BDC Using SAP Databricks

Struggling to bridge the gap between your non-SAP data and your SAP data — without creating costly data silos or duplicates?In this blog post, we demonstrate how SAP Databricks can efficiently extract semi-structured data like PDF invoices from an ex...

Use Datastore to avoid too many duplicate MPL attachments in exception retries

Utilizing Datastore to store message payloads in exception scenario.

Generic IDoc Outbound flow in Cloud Integration Pipeline

This blog post shows you how to configure the generic IDoc outbound flow for exchanging IDoc messages between Cloud Integration and SAP backend systems.

Generic XI Outbound flow in Cloud Integration Pipeline

This blog post shows you how to configure the generic XI outbound flow for exchanging messages between Cloud Integration and SAP backend systems using the XI protocol.

SAP Digital Battery Passport

The European Union’s Digital Battery Passport mandate is arriving soon!Are you ready?The EU is rolling out the Ecodesign for Sustainable Products Regulation (ESPR) framework and Digital Product Passports (DPPs) to drive transparency, sustainability, ...

Consuming DPI NextGen Services using Client Certificate Authentication

A technical walk-through of configuring client-certificate authentication, for secure communication between Data Privacy Integration - NextGen services and an SAP BTP application.

A Practical Guide to Transitioning from SAP Process Orchestration to SAP Integration Suite

To ease the transition by customers from SAP Process Orchestration to SAP Integration Suite and to make the migration/modernization approaches predictable and repeatable we’ve focused our investments on product, tooling, people enablement, and eco-sy...