Blog
How enterprises put AI agents and automation into production. Field notes from real implementations, written by the engineers who built them.
Most SAP processes are fully specified before you start, and those belong in a deterministic flow rather than in an agent. The document pattern that keeps working, the one purchasing case where an agent earns its place, and the rule that separates the two.
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Four ways to solve the same problem now sit in and around SAP BTP, and no public document says which suits which. Six questions, a decision tree, thirteen worked cases, and the section where n8n is the wrong answer.
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Open-source n8n node for SAP OData V2/V4 - full CRUD, service discovery, webhooks, RFC wrapper. SAP data integration without middleware, ABAP, or BTP license.
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Understand why highly automated IT service operations still struggle with exceptions and edge cases, and learn how controlled execution transforms incident response and resolution.
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Explore why modern HR platforms excel at their core functions but leave gaps in company-specific execution, and how orchestration bridges these gaps for seamless employee experiences.
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Learn how data discrepancies between operational systems create customer communication failures and delivery risks, and discover the orchestration approach that ensures consistent customer experiences.
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Discover why modern invoice processing challenges aren't about handling more documents, but managing the increasing complexity of business rules, exceptions, and manual rework that traditional OCR solutions can't solve.
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