NetBrain
Burlington, Massachusetts, USA
What it is
NetBrain is an agentic network operations platform for large, complex, multi-vendor enterprise environments. It uses live network context to help teams diagnose problems, assess conditions, and manage changes across physical, virtual, cloud, and software-defined infrastructure. The platform models device configurations, utilization, software versions, and topology, then maps Layer 2, Layer 3, overlay, and underlay connections and computes paths across datacenter, WAN, and cloud networks. Deep Diagnosis handles root-cause analysis, Assessment performs network checks, Change supports governed runbooks, and Companion addresses everyday needs. NetBrain says agents read before writing and require user approval before execution. Runbook and intent-based automation are included. MCP, REST APIs, and webhooks support integrations, including named connections such as ServiceNow, BigPanda, Dynatrace, Copilot, Gemini, and Claude. Deployment can be hybrid or self-hosted, including air-gapped use with local models. A time-limited trial and curated Test Drive are available; pricing is on request.
For and against
For
- Live network context modeling
- Governed agent execution
- Layer 2 and Layer 3 mapping
- REST API and webhook access
- Supports hundreds of hardware types
Against
- No free plan
- Pricing requires a request
- Not a 24×7 monitoring solution
- Change Management is an add-on
The verdict
NetBrain brings network context, diagnostic agents, mapping, and governed automation into one platform. Its scope and deployment options fit complex environments, while monitoring teams need a separate monitoring product.
Who it suits
NetBrain is aimed at large enterprises, telecommunications companies, and managed service providers running complex hybrid networks. Smaller, static networks may find more cost-effective options.
Plans and prices
NetBrain subscription license
Licensed by network component and seat · Change Management and Application Assurance are add-on modules
Read 30 Sep 2026 · netbrain.com
On the record
- Air-gapped use
- NetBrain says its AI can run with self-hosted models in fully air-gapped deployments, and its MCP Server can run on-premises alongside a locally deployed model.netbrain.com · read 30 Sep 2026
- Automation
- The platform includes runbook automation and intent-based automation tools for managing network operations.netbrain.com · read 29 Sep 2026
- Custom integrations
- Teams can build custom integrations using REST APIs and webhooks to trigger workflows, query NetBrain, and exchange data with other tools.netbrain.com · read 30 Sep 2026
- Deployment
- The system has a browser-based interface and supports all-in-one, two-server, distributed, and high-availability deployment methods.netbrain.com · read 30 Sep 2026
- Founded and headquarters
- NetBrain says it was founded in 2004 and is headquartered in Burlington, Massachusetts.netbrain.com · read 29 Sep 2026
- Governed execution
- The maker says every AI agent reads before it writes and nothing executes without user approval.netbrain.com · read 29 Sep 2026
- Integrations
- NetBrain supports MCP connections with external AI, observability, APM, and ITSM systems, and names Claude, GPT-4, Gemini, Splunk, ThousandEyes, BMC, ServiceNow, and Jira.netbrain.com · read 30 Sep 2026
- Integrations and APIs
- NetBrain describes bidirectional integrations using MCP and offers REST API and webhook capabilities for custom connections.netbrain.com · read 29 Sep 2026
- Key features
- Its AI agents include Deep Diagnosis, Assessment, Change, and Companion, and the platform says agents read before writing and require approval before execution.netbrain.com · read 30 Sep 2026
- Mapping and pathing
- The platform maps Layer 2, Layer 3, overlay, and underlay topology and can compute end-to-end paths across datacenter, WAN, and cloud.netbrain.com · read 29 Sep 2026
- Named integrations
- The platform page names ServiceNow, BigPanda, Dynatrace, Copilot, Gemini, and Claude among tools it can connect with.netbrain.com · read 29 Sep 2026
- Network context
- The NetOps Harness combines live device, topology, and path data with automation tools and network intent such as design rules and golden configurations.netbrain.com · read 30 Sep 2026
- Notable limitation
- NetBrain says it is not designed as a network-wide 24×7 monitoring solution and complements monitoring products instead.netbrain.com · read 30 Sep 2026
- Product
- NetBrain is an Agentic NetOps platform that pairs an AI agent team with network engineers and grounds agent decisions in live network context.netbrain.com · read 29 Sep 2026
- Security controls
- The R12 Security Guide describes audit logs, LDAP/AD and TACACS authentication, SSO, OAuth 2.0 for REST API access, and role-based privileges.netbrain.com · read 30 Sep 2026
- Support
- NetBrain Standard Support offers phone support 24×5, excluding holidays, through its global technical support team.success.netbrain.com · read 30 Sep 2026
- Supported devices
- NetBrain says it supports hundreds of network hardware types from more than 150 vendors through SNMP, CLI, or API.netbrain.com · read 30 Sep 2026
- Target customers
- NetBrain says its platform serves large enterprises, telcos, and managed service providers.netbrain.com · read 29 Sep 2026
