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
Chapters
- 00:00Introduction
- 06:00The Problem: Why Agent Quality Control Matters
- 12:33AI Governor Overview & Architecture
- 20:31This is Graph, Not RAG: The Semantic Layer Explained
- 22:33The TSA Metaphor: Guards, Checkpoints & State Transitions
- 27:18The Five Agent Families & Task Lifecycle
- 32:09Governor Scoring System: How Quality is Measured
- 37:34Live Demo: Cold Start Handoff & Governor Review
- 51:43Data Landscape in Bloom & Multi-Agent Orchestration
#neo4j #graphdatabase #agenticai #knowledgelayer #knowledgegraph #graphrag #cypher #genai AIAgents #AIGovernance
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