---
title: "Network Architecture and Requirements"
slug: "network-requirements"
updated: 2026-05-19T10:58:38Z
published: 2026-05-19T10:58:38Z
---

> ## Documentation Index
> Fetch the complete documentation index at: https://docs.verax.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Network Architecture and Requirements

This article describes the supported network deployment models for Verax and the network connectivity requirements needed to operate Verax securely in cloud, on-premises, and hybrid environments.

Verax is deployed as a network-accessible service that inspects and enforces policy on generative AI traffic. It supports private, public, and hybrid deployment models, with identity-based enforcement applied consistently across all options.

---

## Supported Deployment Models

Verax supports the following deployment models:

1. **Private network deployment**
2. **Private deployment with public ingress (hybrid)**
3. **Public endpoint deployment with identity enforcement**

The appropriate model depends on how users access AI tools and how your organization prefers to enforce trust, through network boundaries, identity, or both.

---

## Option A: Private Network Deployment

In this model, Verax is deployed entirely within a **private network segment**, such as a private subnet, internal network zone, or restricted VLAN.

This option is recommended when:

- Users access the internet through a corporate network or VPN
- AI traffic flows through centralized egress points
- Network-level isolation is required

### Characteristics

- Verax is not directly exposed to the public internet
- Inbound access is limited to internal networks or trusted routing components
- Outbound internet access is provided through controlled egress

[Diagram: private deployment on AWS - example]

![](data:image/png;base64,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)

---

## Option B: Private Deployment with Public Ingress (Hybrid)

In this model, Verax remains deployed in a **private network**, but remote users access it through a **controlled public entry point**, such as a load balancer or reverse proxy.

This option is recommended when:

- You need to support work-from-home or remote users
- Users are not consistently connected through a VPN
- You want to avoid exposing Verax directly to the internet

### Characteristics

- Verax has only private IP addresses
- A public-facing ingress component exposes a public IP or DNS name
- Traffic is routed from the ingress component to Verax over private networking
- Network exposure is limited to the ingress layer

This model combines strong network isolation with support for remote users.

[Diagram: private deployment with public ingress on AWS - example]

![](data:image/png;base64,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)

---

## Option C: Public Endpoint Deployment with Identity Enforcement

In this model, Verax is deployed with a **public IP address or public-facing endpoint** and is reachable directly by both local and remote users.

Access is restricted using **identity enforcement at the proxy level**, rather than relying on network location.

This option is recommended when:

- Users operate from multiple locations and networks
- VPN usage is limited or unavailable
- You want a single, consistent access path for all users

### Characteristics

- Verax is publicly reachable
- No implicit trust is granted based on network location
- All access is gated by identity verification
- Only authenticated and authorized organization users can route traffic through Verax

Verax Protect enforces identity at the proxy layer, ensuring that only verified organizational users can access the service, even when exposed through a public endpoint.

[Diagram: public deployment on AWS - example]

![](data:image/png;base64,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)

---

## Inbound Connectivity (to Verax)

### Management and Agent Communication — TCP 3000 and TCP 3002 (Required)

Both TCP 3000 and TCP 3002 are required for Verax management access and endpoint agent communication.

These ports must be accessible from:

- Managed endpoints (for agent registration and ongoing communication)
- Trusted administrative networks (for management console access)

### Administrative Access — TCP 22 (optional)

- Used for SSH access by administrators
- Allow only from trusted administrative IP addresses
- Optional and not required for normal operation

### HTTP Proxy Traffic — TCP 443 (conditional)

- Required if traffic is routed to Verax using a web proxy endpoint
- Applies to DNS-based routing, PAC files, NAT, or host-based redirection

### ICAP Traffic — TCP 1344 (conditional)

- Required only if ICAP-based traffic redirection is used
- Commonly used with secure web gateways or firewalls that support ICAP

---

## Outbound Connectivity (from Verax)

### HTTPS — TCP 443 (required)

Outbound HTTPS access is required for:

- Proxying requests to generative AI tools
- Accessing Verax update services and hotfixes
- General outbound connectivity required for normal operation

No additional outbound ports are required.

---

## Security Considerations

- Choose network isolation, identity enforcement, or a combination of both based on your security model
- Restrict inbound access to trusted sources and required ports only
- Prefer controlled ingress components when exposing Verax publicly
- Identity enforcement ensures that public exposure does not imply public access
- Network location alone should not be treated as a trust signal

---

## Summary

Verax supports flexible deployment models to fit modern enterprise environments:

- **Private deployments** for network-isolated environments
- **Hybrid deployments** for remote users with controlled public ingress
- **Public endpoint deployments** secured through identity enforcement

Across all models, Verax applies consistent inspection, rule evaluation, and enforcement, allowing organizations to adopt generative AI securely without compromising visibility or control.
