VentureBeat reported that enterprise agents often fail because RAG retrieves documents but not decision logic, leading to actions based on expired or inapplicable rules.
The article highlighted a “decision context graph” approach that encodes applicability, time-scoped rules, and explainable decision paths.
VentureBeat cited Rippletide in the Neo4j ecosystem as having built such a framework.
The article emphasized “non-regressivity,” described as freezing validated action sequences and compounding them over time.
Source: VentureBeat