Top 8 Best Network Automation Software of 2026

Forward Networks is positioned for network teams that need repeatable change execution rather than ad hoc device scripting. Configuration is driven from centralized definitions and then pushed through vendor-aware southbound adapters. Verification follows the change with checks that validate intended outcomes and surface mismatches.

A key tradeoff appears in governance overhead, because consistent success depends on defining baselines and maintaining source-of-truth inputs. Forward Networks fits change-window scheduling for multi-site rollouts where rollback automation and closed-loop assurance reduce downtime risk.

BlueCat fits teams running enterprise IP and name services where change consistency matters more than ad hoc network CLI tasks. Core capabilities align with authoritative DNS record and zone management plus DHCP scope control, which helps keep lease-related data aligned to names. Automation is driven through system-managed records and repeatable provisioning steps, which supports coordinated updates across on-prem and distributed network segments.

A key tradeoff is that BlueCat’s automation depth concentrates on DNS and DHCP lifecycle workflows, so it does not replace network-wide orchestration for unrelated configurations such as routing policy or VPN service components. BlueCat is a stronger choice when governance expects centralized control of authoritative datasets and when integrations need clean APIs into DNS and DHCP operations rather than topology discovery and broad runbook automation.

Itential targets network automation with controller-driven orchestration that ties together intent-like workflows and device actions. Its integration surface centers on connectors, REST APIs, and automation logic to coordinate provisioning, validation, and remediation across multi-vendor environments.

Governance is handled through role-based access controls and audit-oriented operational workflows, which helps teams keep changes traceable. The platform is best judged by how well it models pre-change checks, post-change verification, and rollback paths inside reusable automation runs.

Gluware fits teams building repeatable network change processes where configuration requests must become auditable actions with controlled rollout. Its automation surface is oriented around API integration and orchestration hooks that allow external systems to trigger provisioning and validate outcomes. The tool’s governance posture shows up in its emphasis on change windows, pre-change checks, and post-change verification workflows for multi-device operations.

Cisco NSO executes intent-driven network changes by converting declarative service definitions into coordinated device configuration actions. It supports multi-vendor automation through a southbound adapter model and uses NETCONF and RESTCONF style connectivity for pushing configuration.

SolarWinds Network Configuration Manager fits teams that need device-by-device configuration baselining, drift reporting, and guarded change workflows without fully replacing network operations tools. It collects running configurations from managed devices, compares them against configured baselines, and produces targeted diffs that map directly to change scope.

Juniper Apstra targets intent-based networking with a declarative approach to design, provisioning, and ongoing assurance for network infrastructure. It builds a closed-loop workflow around a topology and policy-driven configuration model, then automates device configuration using controller logic rather than ad hoc scripts.

NetBrain automates network assurance by turning live device data into actionable change workflows that include discovery, validation, and verification. Its core capabilities cover topology discovery, dependency mapping, and intent-driven runbooks that generate pre-change checks and post-change confirmation steps.