Graph engineering can coordinate agents, tools, branching decisions, parallel tasks and loops. It is an important advance in AI workflow design.
However, a graph can efficiently execute a poor instruction, amplify weak evidence or route a confident hallucination through multiple stages. The graph describes how work moves; governance determines what the system is allowed to do, what evidence is required and who remains accountable.
GovAI Engineering therefore integrates workflow engineering with evidence, governance and reliance engineering.
Revision history
Version 1.0 — 26 July 2026: Initial publication.