Category
AI infrastructure as code software: what they are and who makes them
terraform and opentofu orchestration platforms, code-first platforms with their own language layer, discovery, drift and recovery layers, workflow tools and ai assistants for existing code: Spacelift, env zero, Terramate through Stategraph.
Types of AI infrastructure as code software
Terraform and OpenTofu orchestration platforms
These platforms run plans and applies for you, enforce policy and keep state. Spacelift, env zero, Scalr and HCP Terraform are the main names. They differ in how they bill, and each has added an AI assistant, an agent or an MCP server on top.
Code-first platforms with their own language layer
Pulumi lets engineers write infrastructure in TypeScript, Python, Go and other general-purpose languages, and its Neo agent generates those programs. Upbound does the same job for Kubernetes-style control planes through Crossplane. Both ask a team to leave HCL and its module ecosystem behind, which is the main cost of adopting either.
Discovery, drift and recovery layers
Firefly and ControlMonkey scan an existing cloud estate, find resources that were created by hand and turn them into code or restorable snapshots. They sit beside an orchestrator rather than replacing one, and both now lean heavily on disaster recovery.
Workflow tools and AI assistants for existing code
Terramate organizes large Terraform repositories into stacks, and Red Hat's Ansible coding assistant generates playbooks inside VS Code. Neither is a full control plane, but both add AI help to code your team already maintains, and both fit beside a pipeline you already run.
Facts at a glance
| Tool | Publisher | Based in | Access |
|---|---|---|---|
| Spacelift | Spacelift, Inc. | United States | Free tier + API |
| env zero | EnvZero Inc. | Israel | Free tier + API |
| Terramate | Terramate GmbH | Germany | Free tier + API |
| Pulumi | Pulumi Corporation | United States | Free tier + API |
| Scalr | Scalr, Inc. | United States | Free tier + API |
| Firefly | Infralight Ltd (Firefly) | United States | Trial + API |
| Upbound | Upbound, Inc. | United States | Paid + API |
| ControlMonkey | C Monkey Cloud Solutions Ltd | Israel | Trial + API |
| HCP Terraform | HashiCorp | United States | Free tier + API |
| Red Hat Ansible Automation Platform | Red Hat | United States | Trial + API |
| Brainboard | Brainboard, Inc. | United States (inferred from the company name in its privacy policy) | Trial + API |
| Harness Infrastructure as Code Management | Harness Inc. | United States (inferred, not stated on the pages read) | Trial + API |
| Stategraph | Stategraph | Not stated on the pages read | Trial + API |
