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# Context Graphs for Explainable, Decision-Aware AI Agents


- **Date:** Friday, Jul 10, 2026
- **Time:** 15:00–15:30 (30 min)
- **Room:** Stage 5
- **Event:** World Congress 2026 Europe

## Recording

[Watch recording](https://www.wearedevelopers.com/videos/100318-context-graphs-for-explainable-decision-aware-ai-agents)

## Description

AI agents can follow prompts and use tools, but often lack the institutional context needed to explain why a decision is made. That reasoning: policies, precedents, and past outcomes are usually scattered across systems and human memory.
Context graphs capture this missing layer by modeling decision traces over time, including causality and context. By giving agents access to just enough historical and organizational knowledge, context graphs enable more explainable, consistent, and auditable decisions.


## Speakers

### [Zaid Zaim](https://www.wearedevelopers.com/@zaid-zaim)

Developer Advocate at Neo4j
### [Jordi Spranger](https://www.wearedevelopers.com/@jordi-spranger)

Independent AI and Robotics Engineer 


## Related talks at this congress

- [Context is all you need](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1321-context-is-all-you) — Raphael De Lio, Samuel Agbede
- [Scaling GraphRAG: Efficient Knowledge Retrieval for AI](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1005-scaling-graphrag) — Gal Shubeli
- [The Retrieval Layer in Context Engineering: From Intuition to Implementation](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1353-the-retrieval-layer) — Evgeniya Sukhodolskaya
- [From Hallucination to Justification: Hands-On Explainability for LLMs](https://www.wearedevelopers.com/events/world-congress-2026-europe/sessions/1239-from-hallucination) — Lucía Conde-Moreno, Tessel Haagen