Why it matters
Enterprise decisions need traceable evidence, policy boundaries and accountable review.
Architecture position
Use deterministic evidence collection first, LLM reasoning second, and explicit human approval for consequential actions.
Under research
Governed SAP AI agents
AI-generated explanations can appear credible without sufficient SAP evidence or control.
Evidence or hypothesis
Architecture hypothesis supported by read-only SAP agent POCs and operational lessons.
Related publication
Beyond the Prompt
Related engineering exploration
CapAI Agent Hub
Next intended output
Publish a reusable trust and execution reference model.
Evidence, limitations and next validation.
- Hypothesis
- Use deterministic evidence collection first, LLM reasoning second, and explicit human approval for consequential actions.
- Method
- Public architecture synthesis from approved website evidence, implementation lessons and publication metadata; not a private-client data study.
- Evidence
- Architecture hypothesis supported by read-only SAP agent POCs and operational lessons.
- Result
- Under research
- Limitations
- Preliminary research unless a page explicitly states otherwise; private SAP system evidence and client-specific outcomes are not published.
- What it proves
- Architecture hypothesis supported by read-only SAP agent POCs and operational lessons.
- What it does not prove
- It does not prove universal effectiveness, SAP certification, live production performance or private landscape readiness.
- Next validation
- Publish a reusable trust and execution reference model.
Related