Provision. Design, codify, and instantiate cloud infrastructure using IaC and automation.

ControlMonkey

ControlMonkey

unknown

IaC automation platform that reverse-engineers cloud resources to Terraform and reviews PRs for blast radius and compliance drift.

env0

env0 Inc.

verified

IaC orchestration platform with embedded AI — Cloud Analyst for cost and compliance insights, AI PR Summaries, and an IaC Code Generator. Manages Terraform, OpenTofu, Pulumi, and CloudFormation with cost estimation, policy enforcement, and workflow automation. AI features are context-aware inside the provisioning lifecycle, not a bolted-on chatbot.

IBM watsonx Code Assistant for Ansible Lightspeed

IBM / Red Hat

verified

AI-enhanced Ansible content generation trained on Red Hat Ansible Content Collections. Synthesizes playbooks, roles, and modules from natural language prompts, applies organizational content patterns, and validates output against Ansible best practices. Built for platform teams managing heterogeneous fleets who need consistent, auditable automation — not just faster YAML writing.

OpenTofu

Linux Foundation

verified

Open-source fork of Terraform under the Linux Foundation, launched 2023 in response to the HashiCorp BUSL relicensing. MPL 2.0, drop-in replacement for HCL configs and most providers. Adds early-mover features like state encryption and provider iteration. AI angle is via third-party tooling (Copilot, Cursor, Infracost, etc.) rather than native.

Pulumi

Pulumi Corporation

verified

AI-native infrastructure agent built into Pulumi Cloud. Synthesizes, deploys, and operates infrastructure from natural language or chat — beyond code completion to understand cloud APIs and state. Targets platform teams using Pulumi or TypeScript/Python/Go who want to eliminate boilerplate and accelerate developer self-service without losing type safety or policy guardrails.

Scalr

Scalr Inc.

verified

Remote operations backend for Terraform and OpenTofu with Scalr AI (launched June 2025). Provides intelligent error analysis, AI-generated plan summaries, and natural language policy explanations. Maintains run history, state management, and cost estimation in a unified control plane. Best fit for teams scaling past local Terraform execution who need an opinionated backend with embedded AI assistance.

Spacelift

Spacelift Inc.

verified

Policy-as-code CI/CD platform for IaC with Spacelift Intelligence (launched March 2026). Runs Terraform, OpenTofu, Pulumi, Ansible, and CloudFormation with OPA guardrails, drift detection, and a private module registry. AI features surface plan summaries, policy violations, and remediation paths inside run context — not a side chatbot. Purpose-built for platform teams needing auditability and multi-stack support.

StackGen

StackGen Inc.

verified

AI-native agentic infrastructure platform. Uses agentic workflows (Aiden AI) to generate Terraform, Kubernetes manifests, and security policies from application context, not just prompts. Understands application dependencies and cloud-native patterns to produce production-ready, policy-compliant infrastructure. Targets platform teams building internal developer platforms who need golden-path provisioning without hand-coding every module.

Terraform

HashiCorp (IBM)

verified

HashiCorp declarative IaC for provisioning across 4,000+ providers. HCL syntax, plan/apply lifecycle, modular composition. Now under IBM. Source code switched from MPL to BUSL in 2023 (driver of the OpenTofu fork). HCP Terraform adds remote state, policy-as-code, agents, and run tasks. AI features focus on Stacks and provider workflows.

Terramate

Terramate GmbH

verified

Orchestration platform for Terraform and OpenTofu stacks with AI Mate assistant, MCP Server, and Catalyst framework for building AI agents. Uses DAG orchestration to manage complex stack dependencies. AI features are built into the CLI and Cloud interface — not a wrapper — enabling context-aware infrastructure changes, code generation, and troubleshooting inside the provisioning workflow.

Firefly

Firefly

down

Cloud asset management platform with Thinkerbell AI agents for autonomous infrastructure operations. Continuously scans multi-cloud and Kubernetes estates for configuration drift, then triggers AI-assisted auto-remediation. One-click remediation, natural language infrastructure queries, and Cloud Resilience Posture Management with automated cross-region failover (RTO under 1 hour). Automated IaC generation brings unmanaged ClickOps resources under Terraform/Pulumi governance.

GitHub Actions

GitHub (Microsoft)

verified

GitHub-native CI/CD that runs workflows triggered by repo events. Hosted runners across Linux, macOS, and Windows or self-hosted on your infrastructure. Tight integration with GitHub Copilot for AI-assisted workflow authoring, Copilot Autofix for security findings, and Copilot agentic PR reviews. The default deploy plumbing for any team already on GitHub.

Octopus Deploy

Octopus Deploy Pty Ltd

verified

Deployment automation platform with AI Deployment Failure Analyzer that examines logs, process configs, and error details to identify root cause and suggest remediation. Recovery Agent diagnoses deployment failures with a single click. MCP Server enables external AI agents to query Octopus infrastructure for change management and audit workflows.