# Hypergraph AI

Hypergraph AI is a cybersecurity company based in Spain, founded in 2023. It has 1 product listed on CybersecTools.

> GNN-based agentless network detection platform automating SOC L1 analysis.

Source: https://cybersectools.com/companies/hypergraph-ai · Updated March 2026

## Quick facts

- Category: [Network Security](https://cybersectools.com/categories/network-security)
- Type: Product vendor
- Headquarters: Spain
- Founded: 2023
- Products listed: 1
- Website: [hypergraph.tech](https://hypergraph.tech/)

## What does Hypergraph AI do?

Hypergraph AI is a cybersecurity company developing an automated Security Operations Center (SOC) platform based on Graph Neural Networks (GNNs) for network threat detection. The company originates from a research group at the Polytechnic University of Catalonia (UPC) in Spain, with over 8 years of research in GNNs applied to network analysis.

The core technology models network infrastructure as a graph topology, analyzing relationships (edges) between devices (nodes) to detect complex attack patterns. This approach differs from traditional AI methods that process sequential log data, as the graph-based model captures structural and contextual relationships across the network.

Key capabilities include:
- Agentless deployment via NetFlow/IPFIX and network-level traffic analysis, requiring no software installation on endpoints
- A pre-trained foundational model designed to generalize across different network environments without per-client fine-tuning
- Automated Level 1 SOC analysis, including alert correlation, false positive reduction, and mitigation action proposals
- Detection of lateral movement, anomalous behavior, and complex multi-stage attack patterns

Target sectors include mid and large enterprise IT, medical IoT (e.g., MRI machines, infusion pumps), and industrial/OT environments with legacy SCADA systems and PLCs. The agentless architecture is specifically positioned for environments where agent-based tools cannot be deployed.

The company is in an early access stage and is targeting MSSPs, SMEs, medical and industrial organizations, and investors. It was a winner of the Wayra by Telefónica 2025 incubation program.

Categories: [Network Security](https://cybersectools.com/categories/network-security), [Security Operations](https://cybersectools.com/categories/security-operations), [Cyber-Physical Security](https://cybersectools.com/categories/ot-security)

## Hypergraph AI products

- [Hypergraph AI](https://cybersectools.com/tools/hypergraph-ai): GNN-based NDR platform for agentless threat detection across IT, IoT, and OT. (commercial)

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