Hypergraph Decision Database for Enterprise AI Agents

Combining Memory and Reasoning for Production-Grade AI

Yann Bilien & Patrick Joubert · 2025

99%+ Accuracy

<1% Hallucination Rate

100% Traceability

What You Will Learn

• Why current guardrail approaches fail at enterprise scale and what comes next
• How the hypergraph architecture binds memory with reasoning in a single database
• The neuro-symbolic reasoning engine: goal-directed planning with policy-as-code enforcement
• Causal decision traces for full compliance and explainability
• Moving decisions outside the LLM to achieve 99%+ accuracy with zero hallucinations
• Real-world deployment patterns across AWS, Google Cloud, and Azure

Hypergraph Neuro-Symbolic AI Decision Context Graphs Enterprise Agents