Pulumi

Pulumi AI synthesizes, deploys, and operates infrastructure from natural language inside Pulumi Cloud.

Pulumi AI reads Pulumi state and live cloud APIs, then turns natural language into TypeScript, Python, or Go programs that actually provision the resources, preview the diff, and deploy from inside the Pulumi Cloud console. PulumiIQ extends this with intelligent suggestions across the full lifecycle from authoring through drift remediation.

Who it's for. Platform teams of 5 to 30 engineers already using or evaluating Pulumi who want AI assistance integrated into the same tool, not bolted on the side. Scenario: a developer asks for a VPC with public and private subnets in us-east-1 with a NAT gateway, Pulumi AI generates the TypeScript program, previews the resources, and deploys, all without leaving the console.

Tradeoffs. Tied to the Pulumi ecosystem; Terraform shops should look elsewhere. Generated code is solid for common patterns and needs review for edge cases. PulumiIQ requires Team tier; Enterprise unlocks more. Individual use is free; Team is $50 per seat per month.

Compare: Terraform Cloud, env0, Spacelift, StackGen