AWS re:invent: Accurate AI With Graph Technology

AWS re:Invent 2025

Event Recap: Build What Others Can’t With A GraphDB

Keep the momentum going. Check out this page full of takeaways from AWS re:Invent 2025

- Recap of our Neo4j sessions with the latest insights into AI
- Information on upcoming events about GenAI and graph
- Further resources on how to build reliable AI

Meet with Neo4j

Book a 1:1 meeting with our team to discuss

how to get your data AI ready

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Build Smart AI Apps With Amazon Neptune and Neo4j

Thanks to everyone who joined our two-hour immersive session on combining graph technology with RAG to build more accurate, reliable AI applications. Attendees learned how enhanced context, semantic understanding, personalization, and real-time updates can greatly reduce hallucinations and improve AI performance.

Stay tuned for the session recording which will be up soon.

View Session Slides

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Session Recaps

Knowledge Graphs for AI and Intelligent Systems

Pramod Borkar, Sr. Technical Product Marketing Manager at Neo4j

This session focused on building trusted, accurate, and explainable AI with Neo4j. The presentation covered:

- Why enterprise AI struggles today, including lack of context, transparency, and high-quality connected data.
- How knowledge graphs and GraphRAG improve AI accuracy and reduce hallucinations by enriching retrieval with structured, contextual information.
- The role of context engineering in delivering the right information to AI systems at the right time.
- New tools including the Neo4j Aura Agent and MCP Server that enable grounded, explainable, multi-hop AI agents to be built and deployed quickly.

Key takeaways on how graphs boost accuracy, strengthen governance, and future-proof AI across enterprise environments.

Download Presentation

December 1-4th | Booth Theater Sessions

Stop by the Neo4j booth #1212 for our theater sessions happening every 30 minutes, starting at the top and halfway point of each hour!

The Neo4j team, along with special guest presenters, will share insights on knowledge graphs, AI-ready data, GraphDB, and other cutting-edge topics shaping the future of intelligent data and innovation.

Don’t miss your chance to learn, connect, and be inspired.

Download Presentations

Booth Theater Agenda

Smarter AI Starts with Structure: The Knowledge Graph Advantage

Sakshi Kherde, Senior Associate, Technical Product Marketing at Neo4j

Agentic AI using Neo4j's MCP Servers

Mark Quinsland, Senior Solutions Engineer at Neo4j

Neo4j (MCP): Title: MCP for Better Context - Better Context for Better Agents

Jeremy Adams, Senior Developer Advocate at Neo4j

Agentic AI using Neo4j's MCP Servers

Mark Quinsland, Senior Solutions Engineer at Neo4j

Databricks - Neo4j + Databricks Agent Bricks: Building Context-Rich Multi-Agent AI Systems

Will Jeffery Sr. Solutions Architect at Databricks

Guhan Sivaji, Principal Partner Architect atNeo4j

From Graph to Impact: How Adoption Architecture Turns Graph Data Into Real User Decisions

Kubrik

Vivid - From Chaos to Clarity: How Intelligent Digital Threads Transform Complex Engineering with Vivid + Neo4j + AWS

Jason Williams—CEO, Vivid Consulting Group and Chief Growth & Innovation Officer, Intelligent Agency

Knowledge graphs for AI and Intelligent systems

Pramod Borkar, Sr. Technical Product Marketing Manager at Neo4j

Neo4j (Get to know Graph)

Andreas Kollegger, Senior Developer Advocate at Neo4j

What types of payment do you accept?

Leverage agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.

What are your terms and conditions?

Organically grow the holistic world view of disruptive innovation via workplace diversity and empowerment.

Are there ID requirements to enter the event?

Organically grow the holistic world view of disruptive innovation via workplace diversity and empowerment.

Do you offer military, senior citizen, or other discounts?

Organically grow the holistic world view of disruptive innovation via workplace diversity and empowerment.

Question

Answer

Question

Answer

Agenda

Dec 2nd &

Check-in

12:00

Time Management & Effective Meetings Training

Julie Morgenstern

13:00

Roundtable Discussion: “What Makes an Effective Event?”

“What Makes an Effective Event?” is a roundtable panel, hosted by moderator Leslie Patel.

12 pm

Welcome and Introductions

Our VP of Product Marketing, Ingrid Wantuch, kicks off the event with a welcome message.

12 pm

Welcome and Introductions

Our VP of Product Marketing, Ingrid Wantuch, kicks off the event with a welcome message.

12 pm

Welcome and Introductions

Our VP of Product Marketing, Ingrid Wantuch, kicks off the event with a welcome message.

12 pm

Welcome and Introductions

Our VP of Product Marketing, Ingrid Wantuch, kicks off the event with a welcome message.

10:00

Networking Break

Gather in the Main Hall for refreshments and to network with your colleagues.

11:00

Workshops

“Kanban for Teams,” Lily Montenegro, Room A
“New Ideas in Accessibility,” Don Schifrin, Room C

16:00

Closing Remarks

Author and critic Ben Sydney will speak about their latest joint venture with the International Space Station.

Speakers

Val Michael

Chief Scientist in Engineering,
Neo4j

Nell Richardson

Principal Solutions Architect,
BT Group

Speakers

Pramod Borkar

Sr. Technical Product Marketing Manager,
Neo4j

Network. Insights. Experience the Extraordinary.

Join us for an exclusive evening during AWS re:Invent at one of Las Vegas’ most iconic venues. This private reception combines world-class networking, insights, and a dazzling performance of The Wizard of Oz at The Sphere—an immersive experience you won’t forget.

Request To Attend

Network. Insights. Experience the Extraordinary.

Join us for an exclusive evening during AWS re:Invent at one of Las Vegas’ most iconic venues. This private reception combines world-class networking, insights, and a dazzling performance of The Wizard of Oz at The Sphere—an immersive experience you won’t forget.

Register Now

Learn, Train, and Connect with Neo4j

Free, Self-Paced Training to Build GraphRAG and Accurate GenAI

Get hands-on with graph databases, knowledge graphs, and GenAI at GraphAcademy.

Get Free Training

Take the DeepLearning.ai Course: Agentic Knowledge Graph Construction

Go beyond RAG: Build smarter answers with knowledge graphs and AI agents.

Start Here For Free

Check Out More Of Neo4j's Events

Can’t join us in Las Vegas? Check out other upcoming events.

Neo4j Events

Accelerate Your GenAI Projects with AWS-Funded POCs and ask us how.

Learn more about Neo4j's Multi-year Strategic Collaboration Agreement, which includes an integration with Amazon Bedrock for enterprise generative AI outcomes that are more accurate, transparent, and explainable.

Neo4j Aura, the company’s fully managed graph database offering, in AWS Marketplace, enables a frictionless, fast-start experience for developers on generative AI.

Learn More

Network. Insights. Experience the Extraordinary.

Join us for an exclusive evening during AWS re:Invent at one of Las Vegas’ most iconic venues. This private reception combines world-class networking, insights, and a dazzling performance of The Wizard of Oz at The Sphere—an immersive experience you won’t forget.

Register

Neo4j Booth Presentations

Agentic Knowledge Graph Construction

Download

Context that connects GraphRAG

Download

Go Hands-On and Join Our Workshop

Discover how to supercharge generative AI with knowledge graphs in this interactive session led by Adam Cowley, Manager of Developer Education at Neo4j. We will explore where semantic search falls short, so that you walk away with practical GraphRAG skills you can apply right away.

September 24th | 2:00PM | Central Room

Take the DeepLearning.ai Course: Agentic Knowledge Graph Construction

RAG retrieves relevant text, and knowledge graphs complement it by modeling relationships and provenance so answers reflect how your data is connected. This short course shows how to automate knowledge graph construction using collaborating AI agents. Get started! It‘s free

Get Started

Join us at the AI Builder meetup at Station F on September 22

An event co-hosted by Daytona, Lago, Neo4j & Koyeb dedicated to exploring all things AI Engineering!

Click here to JOIN

Take the DeepLearning.ai Course: Agentic Knowledge Graph Construction

Organizations are investing heavily in GenAI pilots as the market heads toward $1.3 trillion by 2032^[1]. However, many of these pilots fail to reach production because they produce inaccurate, incomplete, or irrelevant responses.

The good news? There’s a way to overcome these challenges by combining knowledge graphs and RAG into GraphRAG, grounding your LLMs for accurate and explainable responses.

Register to see this session on-demand, or join us at another upcoming webinar.

Interested in free, self-paced, hands-on training? Visit the GraphAcademy, where we guide you on a fun engaging journey to mastering Neo4j.

Not attending Gartner 2025 Data & Analytics Summit Mumbai? See our other upcoming events.

Learn, Train, and Connect with Neo4j

Free, Self-Paced Training to Build GraphRAG and Accurate GenAI

Get hands-on with graph databases, knowledge graphs, and GenAI at GraphAcademy.

GET FREE TRAINING

Check Out More Of Neo4j's Events

Can’t join us at ATO? Check out other upcoming events.

NEO4J EVENTS

Learn, Train, and Connect with Neo4j

Free, Self-Paced Training to Build GraphRAG and Accurate GenAI

Get hands-on with graph databases, knowledge graphs, and GenAI at GraphAcademy.

GET FREE TRAINING

Check Out More Of Neo4j's Events

Can’t join us at ATO? Check out other upcoming events.

NEO4J EVENTS

Build the Future of AI with the Neo4j Startup Program

AI startups are building with graph databases because AI needs well-managed context, not incoherent collections of data and tools. We’re investing in the future of AI with the Neo4j Startup Program, giving you the resources to build explainable, scalable, and production-ready applications.

Apply now for up to $16,000 in free Aura credits to use on our fully-managed cloud offering, technical consultations with graph experts, and go-to-market opportunities.

Apply Now

Build a GraphRAG App From Scratch

Get Your Copy!

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Venue / Location

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AWS re:Invent 2025

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Expose Threats with Real-Time Graph Insights

Neo4j links users, sessions, and device activity to uncover coordinated fraud and insider threats. It reveals credential sharing and suspicious behaviors across desktops instantly.

Unmask Mobile Fraud with Graph Intelligence

Neo4j connects users, devices, and behaviors to detect mobile fraud like SIM swaps, device farms, and app abuse. Its real-time graph insights surface hidden patterns that traditional tools miss.

Security Monitoring with Graph-Powered Detection

Neo4j uncovers complex threat patterns by mapping relationships across users, systems, and activity. It adds crucial context to alerts, enabling faster, smarter response.

A different type of event.

Leverage agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.

A different type of event.

Leverage agile frameworks to provide a robust synopsis for high level overviews. Iterative approaches to corporate strategy foster collaborative thinking to further the overall value proposition.

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Whitepaper
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Read our whitepaper on GraphRag & Explainable GenAI.

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