Graph Aware

Heading to Europol Industry and Research Days?
Join our sessions on 'Connected Data Intelligence for Modern Investigations':

- 24 Feb | Situational Awareness
- 25 Feb | Intelligence Analysis & Multi-Modal Data Processing

Learn more: graphaware.com/events/europ...

Improving Different Ultimate Beneficial Ownership Investigation Types With Graph Technology Welcome back to our blog series on unlocking the complex world of ultimate beneficial ownership (UBO) investigations using the power of graph technology.

Great. Identifying circular ownership was one of the use cases you can see highlighted in this @graphaware.bsky.social UBO webinar that me and Christophe from GraphAware did in 2024 graphaware.com/blog/ubo-inv...

How do you use #LLMs in criminal intelligence without losing transparency or trust?

At Digital Experience Nordic, Alessandro Negro will share a practical session on pairing LLMs with knowledge graphs for clear, defensible analysis.

Learn or book time:
graphaware.com/events/digit...

Disrupting Illicit Tobacco Networks with Graph-powered Intelligence Analysis A van stop. A suspicious warehouse rental. A container flagged at the port. On their own, these incidents seem routine and unconnected. But perhaps they're...

Illicit tobacco investigations often stall when cases are treated one by one.

Smuggling routes, front businesses and financial flows only make sense when seen together — as a connected system, not isolated cases.

That’s where hidden networks emerge.

Read more 👉 graphaware.com/blog/disrupt...

Graph-Based Long-Term Memory: How Agentic Workflows Adapt Through Experience with Alessandro Negro, GraphAware This session is designed to demonstrate how AI agents can move beyond stateless execution and begin learning from their own experiences. While techniques such as RAG and prompt engineering improve ind...

Save the date 📅 26th March | 17:00 GMT | Alessandro Negro, our Chief Scientist, will be leading a workshop on Graph-Based Long Term Memory.

If you want your AI agents to learn from past actions and improve over time, this is for you 🔗
neo4j.registration.goldcast.io/events/70b72...

We’re ready for you at the National Intelligence Conference 2026 🇬🇧. Visit us to see how connected data analytics platform helps teams make sense of complex intelligence and investigations.

Book a private discussion:
graphaware.com/events/npcc-...

#LLMs bring real opportunity and real risk to intelligence work.❗How do you design architectures that use them safely?

Our CTO Christophe Willemsen shares what matters:
- security by design,
- flexibility for change,
- and context you can trust.

Read more 👉 graphaware.com/blog/three-p...

We’ve been selected to give a presentation at the Europol Industry and Research Days 2026, taking place on 24–26 February in The Hague. ⭐

If you’d like to learn more, or arrange a conversation during or outside the event, get in touch via our event page: graphaware.com/events/europ...

Illicit tobacco crime rarely operates in isolation. 👤🤝👤

Separate seizures, storage sites or retailers are often part of the same connected network, linked to wider organised crime.

Seizing products disrupts activity.
Understanding the network disrupts the business.
graphaware.com/blog/disrupt...

Make sense of complex hierarchies with GraphAware Hume 2.28.

The new lineage layout clarifies parent–child relationships for family networks, genealogy and follow-the-money work.

Clearer maps, labels and grouping also support the move to Hume 3.0.

👉 graphaware.com/blog/whats-n...

From all of us at GraphAware, we wish you a happy holiday season and all the best for the year ahead. 🌟

Thank you for your trust and for your continued support.

We look forward to working with you in 2026!💥

GraphAware Hume 2.28 is out! 🎉

Explore complex hierarchies and trace parent–child relationships with the new lineage layout — perfect for family networks, investigative genealogy, or follow-the-money analysis.
graphaware.com/blog/whats-n...

We’ll be exhibiting at the NPCC National Intelligence Conference 2026 in Leeds, 🇬🇧.

Police analysts and investigators will share best practice, collaborate, and explore how intelligence shapes policing.

Visit our stand or book a private meeting.
graphaware.com/events/npcc-...

A quick round-up of our chats that resonated most.

⭐ Missed Christophe Willemsen, CTO, on Graph Power Hour?
graphaware.com/resources/gr...

⭐ Hear Michal Bachman, CEO, with Joseph Hilger:
graphaware.com/resources/po...

⭐ Rewatch our CS Alessandro Negro’s session:
www.youtube.com/watch?v=2OJV...

We’re pleased to be sponsoring AUS Gov Data Summit 2026 in Canberra.🇦🇺✨

Looking forward to meeting public sector data and intelligence teams and having practical conversations around working with complex data.

If you'd like a 1:1 chat, private meetings are available:
graphaware.com/events/aus-g...

GraphAware Hume is now helping a Nordic law enforcement agency detect & disrupt serious organised crime. Following a successful POC, the deployment brings graph-powered intelligence analysis to the fight against smuggling, trafficking, and other transnational threats.

graphaware.com/blog/nordic-...

Join Petr Matuska today for his presentation about "Transforming policing with graph-based intelligence analysis" at the GraphTalk Government The Hague.

Schedule a meeting with Petr: graphaware.com/events/graph...
Register for the event: events.neo4j.com/graphtalkgov...

See you there.

Today’s policing challenges won’t be solved with yesterday’s tools. 👏

Join us at #ANZPAA and discover how agencies are using GraphAware Hume to move faster and uncover what truly matters.

Meet us here: graphaware.com/events/we-ar...

Missed Christophe Willemsen’s chat on Paco Nathan’s, Senzing, Graph Power Hour #podcast?

You are covered. Catch up whenever it suits you: graphaware.com/resources/gr...

#intelligence #graphs

If you’re attending #ANZPAA Police Conference 🇦🇺, let’s connect to discuss how we helped investigators accelerate their work by more than 160x and how we can help your team achieve the same. 👇

📅 Book a meeting: graphaware.com/events/we-ar...

📖 Case study: graphaware.com/resources/st...

#Graphs, #AI, and real-world #investigations — our CEO, Michal Bachman, breaks it down with COO of Enterprise Knowledge, LLC, Joseph Hilger.
🎧 Listen: graphaware.com/resources/po...

👉 Apple Podcasts: podcasts.apple.com/ch/podcast/m...
👉 Spotify: podcasts.apple.com/ch/podcast/m...

#podcast

Big news from our team!
Alessandro Negro & Fabio Montagna have co-authored Knowledge Graphs and LLMs in Action. 🌟

The book dives into how knowledge graphs and #LLMs work together to create smarter, more trustworthy #AI.

See more here: www.manning.com/books/knowle...

#NODE2025 is already this Thursday!
At Christophe Willemsen's, CTO, session privacy meets AI.
Explore how to use #LLMs responsibly — without compromising sensitive data.

📅 6 NOV, 14:30–15:00 CET
Learn More: neo4j.com/nodes-2025/a...

📌 We are on at 10 AM, today at #EACA!

Don’t miss our presentation about “Transforming Law Enforcement Intelligence – From Siloed Data to a Single View through Graph-Based Analysis"

From reports to relationships.
At #NODES2025, Federica Ventruto'll show how #GenAI + graphs transform unstructured text into connected, reliable knowledge.

📅 6 Nov, 14:15–14:30 CET

🔗 Session details & registration: neo4j.com/nodes-2025/a...

Custom graphs. Full control.

At #NODES2025 by @neo4j.com, Tony Smid explains why designing your own visualisation can outperform any plug-and-play tool.

📅 6 Nov, 13:00–13:30 CET
🔗 Learn more & register to join his session: neo4j.com/nodes-2025/a...

EACA Crime Analyst Conference 2025 Learn about the power of graphs and advance the crime analysis and collaboration between professionals, academia, research and private sector.

Learn more details about the conference and our session here 🔗 graphaware.com/events/eaca-...
We are excited to meet you and the graph community there!

Turning siloed data into connected intelligence. Join our team at #EACA Crime Analysis 2025 Conference in Treviso, IT🇮🇹, our in person session

📅 "Transforming Law Enforcement Intelligence – From Siloed Data to a Single View through Graph-Based Analysis"
-> 29 Oct | 10-10:30 CET

Hidden networks, revealed.
At #NODES2025 by @neo4j.com, our CSO Alessandro Negro will show how GDS and agentic #AI automate criminal network analysis.

📅 6 Nov, 9:30–10:00 CET
🔗 Register to see Alessandro's session:
neo4j.com/nodes-2025/a...

Save the date for #NODES2025 and our sessions:
👉 Anonymisation in the LLM Era: No Room for Compromise
👉 Narrative Extraction with GenAI: Human-centric Knowledge Graph Creation from Text
👉 Rendering Graphs Your Way: The Case for Going Custom
👉Combine GDS and Agentic AI for Automatic Report Generation