AI Governor: Quality gates for agentic workflows

Your agents ship code, write reports, and trigger deploys – but who checks the work before it hits production? AI Governor adds pluggable quality gates to your agentic workflows: guards that block bad state transitions, enforce role separation, and leave a full audit trail in Neo4j.

In this session we walk through how it works, how to write custom guards, and why graph storage makes governance queries that would be painful in SQL trivially easy in Cypher.

Guest: Julian Busch ( https://www.linkedin.com/in/julian-busch/ )

AI Governor: https://github.com/neo4j-labs/ai-governor

0:00 Introduction
6:00 The Problem: Why Agent Quality Control Matters
12:33 AI Governor Overview & Architecture
20:31 This is Graph, Not RAG: The Semantic Layer Explained
22:33 The TSA Metaphor: Guards, Checkpoints & State Transitions
27:18 The Five Agent Families & Task Lifecycle
32:09 Governor Scoring System: How Quality is Measured
37:34 Live Demo: Cold Start Handoff & Governor Review
51:43 Data Landscape in Bloom & Multi-Agent Orchestration

#neo4j #graphdatabase #agenticai #knowledgelayer #knowledgegraph #graphrag #cypher #genai AIAgents #AIGovernance