Observability for enterprise AI agents and model calls
Trace model requests, retrieval, tool use, business API dependencies, policy outcomes, cost signals, and failures without recording sensitive payloads by default.
Read articleBack to all guidance
Guidance library
Integration leader
Leaders accountable for integration delivery, reuse, reliability, and operating cost.
9 articlesGuidance library
Reviewed enterprise architecture guidance
Narrow the library by controlled topic, audience, pillar, or API product.
What a custom SAP connector really requires
Assess a connector as an owned product with protocol, security, change, support, and operational obligations rather than a one-time build.
Read article
The operating cost of manual inventory reconciliation
Map where inventory conflicts are detected, who resolves them, which consumers wait, and where a qualified Business API can remove repeated interpretation.
Read article
Point-to-point integration versus a controlled contract layer
Compare direct dependencies with reusable business contracts, including the cases where a shared semantic model is useful and where it is unnecessary.
Read article
API governance patterns for SAP landscapes
Place ownership, contract versioning, consumer access, source change, and operational evidence around SAP interfaces without implying that SAP stops being authoritative.
Read article
A practical SAP ECC and S/4HANA coexistence strategy
Keep consumer contracts stable while ECC and S/4HANA coexist, with explicit source ownership, routing, change windows, and retirement criteria.
Read article
Designing stable API products over SAP ECC and S/4HANA
Separate SAP connection mechanics from the versioned business interface that applications, agents, analytics, and workflows consume.
Read article
Mapping SAP data into controlled business contracts
Treat mappings as governed contract assets with source semantics, exceptions, versions, provenance, and tests rather than as hidden transformation code.
Read article
Connect SAP and Salesforce without coupling every release
Move shared customer and order logic into owned contracts so application changes do not require both systems to expose identical models or schedules.
Read article