01
Describe what you're building
Start with the product idea — what it does, who uses it, and what the hard constraints are. No cloud expertise needed at this step.
AI Cloud Architecture Platform
Design cloud architectures with cost, Terraform, CLI, and diagrams - instantly
Turn any idea into a deployable cloud system — architecture decision, cost breakdown, Terraform, GitHub Actions deploy workflow, and production risk checklist. Not just a diagram.
Trusted by developers, cloud engineers, and startup teams worldwide.
Inputs
What are you building?
AI document app with uploads, search, auth, and a budget under $200.
AWS / Azure / GCP
provider region
$200 budget
Balanced
AI document app
Azurecentralindia$85-$130Medium confidence
ExportShare
OverviewVersionsArchitectureSequence DiagramCostTerraformCLIRisksDeploy
Recommended Architecture
Managed app layer, queue-backed processing, object storage, and a right-sized database for an MVP.
Frontend
Next.js on CDN
API
Managed containers
Database
PostgreSQL
Storage
Object storage
Estimated monthly cost
$85-$130
Biggest driver: embeddings and storage retention.
Terraform preview
resource "azurerm_storage_account" "documents" {
name = "clouddesignaidocs"
}
resource "azurerm_servicebus_namespace" "jobs" {
name = "embedding-jobs"
}No credit card required to start
AWS, Azure & GCP — all three clouds
Terraform + CLI + diagrams included
Production risk checklist on every run
From idea to deployed infrastructure
6 steps from idea to production
Every generation produces all 6 outputs in one workspace — not just a diagram.
01
Describe
Paste your product idea and constraints
02
Architecture Decision
Service-by-service choices with rationale
03
Cost Breakdown
Monthly estimates with biggest drivers
04
Terraform
IaC starter bundle organized by module
05
GitHub Actions
.github/workflows ready to commit and push
06
Deploy
Risk checklist, CLI commands, and alternatives
From idea to deployable system
How CloudDesignAI works
Describe your product, set your constraints, and generate a complete architecture workspace — cost estimates, Terraform, CLI commands, diagrams, and a risk checklist in one click.
02
Set your budget, region, and scale
Tell CloudDesignAI your monthly budget ceiling, target region, and expected load. These constraints shape every recommendation.
03
Generate architecture, cost, Terraform, and diagrams
One click produces a full workspace: architecture spec, cost breakdown, Terraform starter bundle, CLI commands, and diagrams.
04
Review risks and deploy with confidence
Every run includes an explicit risk list, assumptions, production checklist, and cheaper alternatives — so nothing surprises you after launch.
Input
See the transformation
Build an AI document app where users upload PDFs and ask questions from them. Keep it under $200/month.
Output
- Provider-specific architecture review (AWS, Azure, GCP)
- Estimated monthly cost with biggest drivers
- Architecture diagram (Mermaid topology)
- Sequence diagram for the request path
- Terraform starter bundle
- CLI command workflow
- Risks, assumptions, and alternatives
- Branch-aware version history with restore & rebase
Not just answers. Structured engineering output.
Complete feature set
Everything you need — from architecture decision to production deployment
AI cloud architecture
Service-by-service decisions for AWS, Azure, or GCP — with rationale, confidence scores, and a clear explanation of every choice.
Real cost estimates
Monthly cost ranges with the biggest drivers called out. Understand what you're committing to before you write a single line of infrastructure code.
Terraform code generation
A structured IaC starter bundle organized by module — ready to review, extend, and deploy without starting from scratch.
CLI command generation
Deployment command references for configure, storage, queues, logs, and service provisioning — matched to your selected provider.
GitHub Actions deploy workflow
Generate a `.github/workflows/terraform.yml` — ready to commit, plan, and apply on push. Wired for your provider, environment, and secrets from day one.
Risk analysis & alternatives
Every run surfaces explicit risks, assumptions, production gaps, and three alternative paths — cheaper, balanced, and more scalable.
Branch-aware version history
Every regenerate, restore, or rebase is saved. Compare designs side by side, restore older versions, or branch into a new direction.
Partial planning workflows
Helpful first drafts can still leave important launch questions unanswered.
- Cost expectations are unclear before implementation starts
- Infrastructure code still needs to be prepared separately
- Deployment workflow is often disconnected from planning
- Production risks can remain hidden until late review
- Project history and alternatives are easy to lose
CloudDesignAI
The full package — not just a diagram
- Cost breakdown with monthly estimates and biggest drivers
- Terraform starter bundle organized by module — ready to deploy
- GitHub Actions `.github/workflows/terraform.yml` — commit and push
- Production risk checklist on every run — no surprises
- Saved projects, version history, branching, and reusable templates
Architecture Gallery
Start from a real use case — not a blank page
10 specialized presets across AI systems, SaaS platforms, and commerce. Each pre-fills a production-ready brief and generates cost estimates, Terraform, diagrams, and deployment workflows.
AI Systems
AI Systems
AI Chatbot Platform
RAG-powered chatbot with custom knowledge bases and streaming replies
- Vector DB + RAG pipeline
- Streaming LLM responses
- Document ingestion queue
AI Document Assistant
Upload PDFs, extract embeddings, and query documents with AI
- PDF upload + async extraction
- Embedding generation queue
- Vector search (RAG)
SaaS Platforms
SaaS Platforms
Video Streaming Platform
Upload, transcode, and deliver video at scale with CDN
- Video transcoding pipeline
- Adaptive bitrate + CDN
- Object storage at scale
FinTech SaaS Platform
Secure financial platform with compliance, audit logs, and multi-currency
- Encrypted DB + audit logs
- PCI-aware payment processing
- Multi-currency support
Commerce
Commerce
E-commerce Marketplace
Multi-vendor catalog, checkout, order fulfillment, and seller management
- Multi-vendor support
- Payment splitting to sellers
- Order processing pipeline
Event Booking Platform
Ticket sales, seat reservation, waitlists, and real-time availability
- Seat reservation + availability
- E-ticket + QR generation
- Waitlist management
Live output preview
What CloudDesignAI actually generates
Not just a recommendation — a full engineering workspace with everything you need to evaluate, adjust, and ship.
OverviewVersionsArchitectureSequence DiagramCostTerraformCLIRisksDeploy
Recommended Architecture
Balanced multi-cloud stack for a budget-conscious MVP with managed services first.
API
Cloud Run
Database
PostgreSQL
Storage
Object storage
Queue
Managed messaging
Terraform
provider "google" {
region = "asia-south1"
}
module "app" {
source = "./modules/app"
}Cost summary
$85-$130
Includes assumptions, cheaper alternative, and production review checklist.
Simple pricing
Start free. Scale when you need to.
Free plan included — no credit card required. Upgrade for more generations, full Terraform exports, and team workspaces.
FAQ
Common questions about CloudDesignAI
Testimonials
What builders say about CloudDesignAI
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Design cloud systems the right way — structured, costed, and deployment-ready.
CloudDesignAI turns your requirements into a complete architecture workspace: Terraform, diagrams, cost breakdown, CLI commands, and risk checklist — in minutes.