Massimo Pacella

Governed Agentic Process Automation: A Floor-Safety Guarantee for Compliance-Critical LLM Routing

Results show that compliance-critical APA requires architectural governance rather than prompt-level reliance on LLM discretion, and proposes Governed APA, a runtime decision architecture that bounds LLM autonomy through schema-validated inputs, a closed action space, a policy-derived floor guardrail, and a determinist...