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Guides, deep dives, and news on SAP data integration, agentic AI, and B2B digital commerce.

Technical Deep DiveSep 11, 2026Featured

How to Connect SAP to Salesforce: A Real-Time Integration Guide

How to connect SAP to Salesforce without a nightly batch job in the way. Here's how real-time SAP to Salesforce integration actually works, in both directions.

#SAP#Salesforce#CRM
Onibex SAP integration: How to Connect SAP to Salesforce, streaming SAP events to Salesforce in real time
GuidesSep 11, 2026Featured

SAP Integration Without BTP: What You Actually Need to Stream SAP Data

You do not need SAP BTP to stream SAP data to a lakehouse. What the SAP side requires, what the runtime costs, and what changes on BTP Kyma.

#SAP integration without BTP#SAP BTP Kyma#SAP business events
SAP integration without BTP: one SAP system with a single Type G destination feeding the same Helm chart on AWS EKS, Azure AKS, Google Cloud GKE and SAP BTP Kyma
GuidesSep 10, 2026Featured

Real-Time SAP to Snowflake Integration with Onibex OneConnect

SAP to Snowflake integration with OneConnect streams business events from SAP ECC and S/4HANA to business-named Snowflake tables through Apache Kafka, without ABAP code or custom ETL.

#SAP to Snowflake integration#real-time SAP data#Apache Kafka
Snowflake Cortex AI Studio showing semantic models and agents built on top of SAP sales order data streamed from OneConnect
GuidesSep 2, 2026Featured

Real-Time SAP to IBM watsonx.data Integration with Onibex OneConnect

SAP to IBM watsonx.data integration with OneConnect streams business events from SAP ECC and S/4HANA to Apache Iceberg tables through Apache Kafka, without ABAP code or custom ETL.

#SAP to IBM watsonx.data integration#Apache Iceberg#Apache Kafka
IBM watsonx.data infrastructure showing Presto and Spark engines, Iceberg catalogs, and S3-backed storage connected to SAP via OneConnect
GuidesAug 28, 2026Featured

What Is Account Receivable Visibility, and How Do You Keep It Current in Real Time?

Account receivable visibility is a live view of open items, cleared items and committed orders. How an SAP account receivable visibility data product is structured, and what keeps it current.

#account receivable visibility#SAP data products#SAP S/4HANA
From SAP ECC and S/4HANA through Apache Kafka to Snowflake, Databricks, PostgreSQL or Flink SQL, and into a Power BI report
Technical Deep DiveAug 27, 2026

Configuring the Outbound RFC Destination

A field-by-field guide to configuring SAP's Type G HTTP RFC destination in SM59 for OneConnect, and the SWELS/SWETYPV activation step most guides skip.

#SM59#RFC destination#SAP configuration
Configuring the Outbound RFC Destination
GuidesAug 27, 2026Featured

Real-Time SAP to Databricks Integration with Onibex OneConnect

SAP to Databricks integration with OneConnect streams business events from SAP ECC and S/4HANA to Delta tables through Apache Kafka, without ABAP code or manual schema management.

#SAP Databricks integration#real-time SAP data#Apache Kafka
Databricks silver_business_data_product pipeline showing vbak_cdf, vbap_cdf, vbfa_cdf, and vbkd_cdf incremental materialized views for real-time SAP to Databricks integration
Technical Deep DiveAug 27, 2026

SAP Data Extraction Without ODP: How OneConnect Streams SAP Data in Real Time

SAP data extraction without ODP is what OneConnect does by design. Here is what it uses instead of Operational Data Provisioning, and why it matters.

#SAP data extraction#SAP business events#No ODP
SAP Data Extraction Without ODP — OneConnect streams SAP business events in real time without ODP, change pointers, or database access
GuidesAug 27, 2026Featured

What Is an SAP Data Product, and How Does It Fit a Data Mesh?

An SAP data product is a business object modeled as a complete, queryable unit. How SAP data products become the nodes of a data mesh.

#SAP data products#data mesh#SAP integration
SAP data products as the nodes of a data mesh, streamed from SAP through Apache Kafka
AIAug 26, 2026Featured

The ASK Specification: A Contract for AI-Ready Data Products

The ASK specification is a source-available YAML contract that describes what enterprise data means, so AI agents generate governed, deterministic SQL.

#ASK specification#Agentic Semantic Knowledge#AI data products
The ASK specification YAML contract structure for AI-ready data products
ArchitectureAug 26, 2026Featured

SAP Business Events vs. Database CDC: Why the Difference Decides Your Architecture

SAP business events vs database CDC: a row change tells you a field moved; a business event tells you what happened, and why that decides your architecture.

#SAP business events#domain events vs CDC#event-driven architecture
SAP business events versus database CDC compared across seven architecture dimensions
AIAug 26, 2026Featured

The Semantic Layer AI Agents Actually Need

A semantic layer for AI agents describes what enterprise data means so agents generate governed, deterministic SQL instead of hallucinating on raw schemas.

#semantic layer for AI agents#Agentic Semantic Knowledge#text-to-SQL
Bronze, Silver, and Gold semantic layers that ground AI agents in enterprise data
Technical Deep DiveAug 25, 2026Featured

How Does OneConnect Capture SAP Business Events?

OneConnect captures SAP changes through application layer business events (RAP, BOR, BTE, PPF), not ODP or database triggers. Here is the exact mechanism.

#SAP business events#SAP integration#OneConnect
Diagram of an SAP business event flowing from SAP S/4HANA through the OneConnect Smart Gateway into Apache Kafka
TutorialsAug 25, 2026Featured

How to Stream SAP Data to Kafka: A Complete Walkthrough

A step-by-step guide to stream SAP data to Kafka with Onibex OneConnect, from SAP Data Modeler through the Smart Gateway to a live topic and schema.

#SAP to Kafka#SAP Kafka connector#schema registry
SAP to Kafka streaming pipeline from the SAP Data Modeler through the Smart Gateway to a Kafka topic
GuidesAug 25, 2026Featured

What Is a Business Event in SAP? The Answer Changes How You Do Change Data Capture

A business event is SAP announcing that a business object changed. What each native mechanism really is, and why it beats reading the database log.

#SAP business events#SAP change data capture#event driven architecture
SAP business events compared with database log capture: nine disconnected SAP table names on the left, one Sales Order created event on the right
GuidesAug 25, 2026

SAP to Databricks in Real Time: How the Streaming Pipeline Works

SAP to Databricks in real time: how SAP data ingestion moves from SAP ECC and S/4HANA events into Databricks Delta Lake, without batch loads.

#SAP to Databricks#real-time data integration#Delta Lake
Diagram of SAP business events streaming through Kafka into Databricks Delta Lake
Technical Deep DiveAug 24, 2026

SAP to Kafka in Two Wizards: How the Smart Gateway Turns Connector Building Into Form-Filling

Onibex OneConnect's Smart Gateway replaces hand-built SAP RFC integrations and Kafka Connect configs with two guided wizards: one for SAP, one for the destination.

#OneConnect#Smart Gateway#SAP to Kafka
SAP to Kafka in Two Wizards: How the Smart Gateway Turns Connector Building Into Form-Filling
EngineeringAug 21, 2026

How do you turn an SAP query answer into a shareable report?

The SAP answer takes seconds and the report takes two days. Generating documents from data products removes the last mile, and regeneration is the real feature.

#sap#data products#reporting
Diagram of SAP business events streaming through Onibex One Connect and Apache Kafka into SAP data products, then the last mile splitting into manual rebuilding versus one-click regeneration
ComparisonAug 21, 2026

SAP to Kafka: What Onibex OneConnect Delivers That SLT, Datasphere, and Fivetran Leave for You to Build

A side-by-side comparison of Onibex OneConnect against SLT, Datasphere, Fivetran, and BTP Event Mesh on native business-object triggers and Kafka delivery.

#SAP to Kafka#OneConnect#SAP Datasphere
SAP to Kafka: What Onibex OneConnect Delivers That SLT, Datasphere, and Fivetran Leave for You to Build
EngineeringAug 21, 2026Featured

How do you build a text-to-SQL agent for SAP without hallucinated queries?

A text-to-SQL agent on a raw SAP schema invents tables. A semantic layer with declared joins and audited SQL is what makes the output auditable.

#text-to-sql#sap#semantic layer
Diagram of a text-to-SQL agent for SAP: a question resolving through Bronze, Silver and Gold data products into governed SQL, and the three query engines with their deterministic steps
GuidesAug 18, 2026Featured

SAP to Kafka Integration: How Onibex One Connect Streams SAP Data Without ABAP

Onibex One Connect streams SAP business events into Kafka as Avro records with an enforced schema, no ABAP and no inbound firewall rules.

#SAP to Kafka integration#Apache Kafka#Confluent
SAP to Kafka integration path from SAP tables through Avro serialization to a Confluent topic
GuidesAug 13, 2026Featured

Why Text-to-SQL Fails on SAP: The Semantic Layer We Had to Build First

Pointing an LLM at SAP tables produces SQL that runs and numbers that are wrong. Here is the open semantic layer we built over SAP data products.

#SAP data products#semantic layer#text-to-SQL
The same SAP stock question answered twice, with and without a semantic layer over SAP data products
GuidesJul 22, 2026

Your SAP Data, Your Cloud, Your Boundary: What Enterprise-Grade Deployment Really Means

Before streaming speed, ask where the SAP pipeline lives and who controls the boundary. BYOC, data sovereignty, and cloud portability, explained.

#SAP#cloud architecture#data sovereignty
Your SAP Data, Your Cloud, Your Boundary: What Enterprise-Grade Deployment Really Means
GuidesJul 22, 2026Featured

Why Your SAP Integration Backlog Never Shrinks — and How Self-Describing Data Eliminates It

Every new SAP field or report becomes an IT ticket. Metadata-driven integration removes the schema-mapping bottleneck: SAP data describes itself.

#SAP integration#data engineering#metadata-driven
Why Your SAP Integration Backlog Never Shrinks — and How Self-Describing Data Eliminates It

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