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...
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...
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.
This blog post points to the upcoming Global Customer Engagement Initiative for SAP Integration Suite.Registration is open until March 13, 2026.
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, ...
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...
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...
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...
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).
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...
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 ...
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...
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...
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...
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...
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....
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...
Discover how SAP Graph eliminates complex data enrichment patterns by providing unified API access to related business entities through a single call.
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...
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.
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...
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...
This blog is a quick guide to find the API from SuccessFactors(SF) URL
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.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...
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...
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...
Migrate from OData Provisioning Neo/Serverless Runtime(CF) to Integration Suite OData Provisioning CF environment.
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 ...
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 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...
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.
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...
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...
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...
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...
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.
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...
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
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...
Utilizing Datastore to store message payloads in exception scenario.
This blog post shows you how to configure the generic IDoc outbound flow for exchanging IDoc messages between Cloud Integration and SAP backend systems.
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.
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, ...
A technical walk-through of configuring client-certificate authentication, for secure communication between Data Privacy Integration - NextGen services and an SAP BTP application.
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...
This blog post describes how to run scenarios using the Pipeline for Cloud Integration without using the Partner Directory.
This blog post introduces new features of the Pipeline for Cloud Integration packages version 1.0.1.
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