AI-Driven Cybersecurity Solutions from Entry-Level Edge Security to Scalable NGFW, XDR, and SIEM
Introduction
As enterprises accelerate digital transformation across IT, cloud, and OT environments, the attack surface continues to expand. AI-driven cybersecurity enables adaptive protection across edge, network, and centralized analytics platforms. AEWIN delivers purpose-built hardware platforms designed to deploy these AI-powered security workloads with performance, reliability, and scalability.
Scalable AI-Driven Cybersecurity Architectures
- AI-Powered Edge Security
AI-powered edge security for on-premises deployment prevents malware, ransomware, and data breaches by continuously learning from system behavior and attack patterns. Integrating AI-assisted security solutions such as endpoint detection and response (EDR) enables centralized visibility and local threat inspection for on-premises environments.
- AI-Enhanced Next-Generation Firewall (NGFW)
Modern NGFW platforms integrate AI and machine learning to improve deep packet inspection, intrusion prevention, and application-level control. It helps to keep high throughput while strengthening threat detection and centralized management. It makes enterprises maintain performance while enforcing increasingly complex security policies.
- AI-Driven XDR for Cross-Domain Threat Response
Extended Detection and Response (XDR) consolidate data from endpoints, networks, servers, and cloud workloads into a unified analytics framework. It applies artificial intelligence and machine learning to unify and analyze security data for automated threat detection, correlation, and response with better effectiveness across the entire digital environment.
- Intelligent SIEM with UEBA and Agentic AI
Security Information and Event Management process large amounts of security logs and events across the infrastructure. AI-powered user and entity behavior analytics (UEBA) identify anomalies by modeling normal behavior patterns of users, devices, and applications. Agentic AI further enhances security operations by autonomously correlating alerts, reducing false positives, prioritizing high-risk incidents, and orchestrating investigation workflows.
AEWIN Platforms for AI-Driven Cybersecurity
AEWIN provides a wide range of network appliances and servers optimized for various layers of the AI-driven cybersecurity from edge and on-premises security platforms to centralized analytics infrastructures.
|
Solution |
Edge Security |
NGFW |
XDR |
SIEM |
||
|
Form Factor |
Din-rail |
Desktop |
1U |
2U |
2U |
1U/2U/2U2N/ |
|
Type |
Entry Level Network Appliance |
Network Appliance |
Edge Server |
Storage Server |
||
|
Platform |
SCB-601x |
SCB-69xx SCB-79xx |
SCB-17xx SCB-18xx |
SCB-19xx |
BAS-61xx |
MIS-513x BIS-51xx BIS-52xx |
|
CPU |
Intel Atom |
Intel Atom |
Intel Core Intel Atom C/P AMD Ryzen AMD EPYC 4000 |
Intel Xeon AMD EPYC 9000/8000/ |
Intel Xeon AMD EPYC 9000 |
|
|
Expansion |
N/A |
Max. 1 NIC |
Max. 4 NIC |
Max. 8 NIC |
Max. 8 PCIe CEM + 1 OCP3.0 |
|
|
Features |
Wide Temp., Ultra-Compact |
Entry, Compact |
Mainstream, Rich I/O |
Performance, Scalability |
||
|
High Throughput |
High-Speed |
Diverse/Rich Storage Options |
||||
|
Short-Depth |
||||||
Optimized Hardware for Each Security Layer
- Compact Platform for Edge Security
For OT security and SMB deployment, AEWIN offers ultra-compact and fanless din-rail platforms designed for on-premises protection close to endpoint devices. Desktop and Mainstream 1U appliances can utilize CPU-integrated acceleration or optionally support low-power single-width GPUs to enable AI-assisted cybersecurity at the edge.
- High Performance Network Appliance for NGFW
For advanced cybersecurity such as NGFW, higher throughput and GPU power are needed for deep packet inspection, intrusion prevention, and intelligent malware inspection & prevention. AEWIN offers high performance network appliances with 8 expansion slots in 2U rackmount form factor to support AEWIN self-design NICs with up to 200GbE per slot for high throughput and efficient data transformation.
- Versatile Server for XDR
For XDR deployments, AEWIN’s scalable servers and network appliance support the latest Intel Xeon 6 and AMD EPYC 9005 processors, along with multi-GPU accelerators for advanced AI workloads. These platforms provide the compute density and I/O scalability required to support real-time analytics, adaptive threat detection, and automated response.
- Scalable Storage Server for SIEM
For SIEM deployments, tremendous amounts of structured data and unstructured data have to be continuously ingested and retained across storage subsystems. To deliver cost-effective scalability, AEWIN provides LFF storage platforms ranging from 1U to 4U for flexible integration into existing security infrastructures. For scenarios requiring higher performance and availability, all-flash servers and multi-node platforms are also available to support high-speed data processing and mission-critical cybersecurity operations.
Summary
AI-driven cybersecurity solutions spanning edge security, NGFW, XDR, and SIEM enables enterprises to detect, analyze, and respond to threats with greater speed and precision. AEWIN supports this transformation with a comprehensive product portfolio of ultra-compact fanless systems, high performance network appliances, and scalable servers to empower AI-driven cybersecurity solutions.
