AnrilX InsightsEngineering notes on AI over SAP: architecture, governance and provenance.https://anrilx.com/en-gbWhy an SAP AI has to be implementedhttps://anrilx.com/insights/why-an-sap-ai-has-to-be-implemented/https://anrilx.com/insights/why-an-sap-ai-has-to-be-implemented/A generic assistant pointed at SAP knows how SAP ships. It does not know what your pricing procedure was extended to do in 2014, and no reasoning recovers that.Sat, 19 Sep 2026 00:00:00 GMTsaparchitecturetrustThe AnrilX teamWhat an AI should say when it failshttps://anrilx.com/insights/what-an-ai-should-say-when-it-fails/https://anrilx.com/insights/what-an-ai-should-say-when-it-fails/Most of the risk in an AI system is not what it does when things work. It is what it reports when a read came back short or the system was unreachable.Fri, 18 Sep 2026 00:00:00 GMTgovernancearchitecturetrustThe AnrilX teamThe dashboard that froze, and nobody noticedhttps://anrilx.com/insights/the-dashboard-that-froze/https://anrilx.com/insights/the-dashboard-that-froze/Eight saved dashboards carried hardcoded date ranges. Nothing errored, no alert fired, and the titles still said last 30 days. Here is why that happens.Tue, 15 Sep 2026 00:00:00 GMTdashboardsarchitecturereportingThe AnrilX teamEvery figure should carry its sourcehttps://anrilx.com/insights/every-figure-should-carry-its-source/https://anrilx.com/insights/every-figure-should-carry-its-source/A number without provenance is an assertion. Printing the entity, field, filter and period under every figure is cheap to build and changes what a figure is for.Wed, 09 Sep 2026 00:00:00 GMTgovernancetrustreportingThe AnrilX teamThe SAP report backlog is a symptom, not a workloadhttps://anrilx.com/insights/the-report-backlog-is-a-symptom/https://anrilx.com/insights/the-report-backlog-is-a-symptom/Every custom report request is a question somebody could not ask. Clearing the queue faster does not help, because the underlying demand has no bottom.Fri, 28 Aug 2026 00:00:00 GMTsapreportingoperationsThe AnrilX teamWhy we never let a model write the SAP queryhttps://anrilx.com/insights/why-we-never-let-the-model-write-the-query/https://anrilx.com/insights/why-we-never-let-the-model-write-the-query/A plausible query against the wrong entity returns a plausible number, and nothing downstream can tell it is wrong. Here is what we do instead, and what it costs.Fri, 14 Aug 2026 00:00:00 GMTarchitecturegovernancesapThe AnrilX team