Building in public — Waitlist open

From intent to
production-ready
cloud architecture

Describe what your app needs in plain language. Get a production-grade, cost-optimized cloud architecture designed and deployed automatically — in seconds, not days.

No spam. We'll only notify you when it's ready.

✓

You're on the list

We'll reach out when early access opens. Stay tuned.

cloud-intent — demo
$ # describe your app, we do the rest
$ cloud-intent deploy \
  "SaaS multi-tenant, API + PostgreSQL, HA on AWS"

→ Interpreting intent... workload:web ha:multi-az db:postgres
→ Designing architecture... VPC + ALB + ECS Fargate + RDS Multi-AZ
→ Optimizing cost... ~$287/mo (vs $520 naive config)
→ Deploying to AWS... ████████████████████ 100%

✓ Live at app.yourdomain.com · IaC saved to ./infra/

How it works

Three layers of translation

Cloud Intent Infra is a semantic abstraction layer over cloud infrastructure. Not a chatbot — a translation engine.

01
💬
Intent → Requirements
Natural language in, technical specs out. Workload type, availability, security, scale — all inferred.
→
02
🏗️
Requirements → Architecture
VPC segmentation, subnets, compute, DB config, IAM, networking — designed as a coherent system.
→
03
💰
Sizing & Cost Optimization
Right-sized from day one. Estimated cost with cheaper alternatives surfaced automatically.
→
04
🚀
Architecture → Live
Auto-deploys your infra to your cloud account. Full IaC (Terraform) exported too — you own everything.

Why it matters

Not another Terraform wrapper

Built for real production workloads, not hello-world demos.

🎯
Production Patterns
Multi-AZ, redundancy, proper security groups, private subnets. The architecture a senior engineer would design.
real-world ready
💸
Cost-Aware by Default
Every architecture comes with cost estimation and cheaper alternatives. No surprise bills.
save 40-60%
⚡
Seconds, Not Days
What takes a cloud architect hours of design and research happens in one command.
10x faster
🚀
Auto-Deploy, Full Ownership
One command and it's live on your AWS account. Terraform exported so you own and control every resource — no lock-in.
zero lock-in
🧠
Intent Understanding
Knows that "high availability" means Multi-AZ RDS, cross-zone ALB, and auto-scaling — not just a bigger instance.
semantic
🔒
Security Best Practices
Least-privilege IAM, private subnets for DBs, encrypted at rest and in transit. Baked in, not bolted on.
secure by default

Positioning

What this is (and isn't)

Clarity builds trust. Here's what you're signing up for.

✕ Not this
  • A chatbot that explains what AWS is
  • A snippet generator for boilerplate
  • A thin wrapper around Terraform CLI
  • Infra for demos — not for production
✓ This
  • A Cloud Architect AI that auto-deploys
  • Intent → Architecture → Live in seconds
  • Cost-performance optimization built-in
  • Full IaC export — you own your infra

Describe it. Deploy it. Done.

Join the waitlist and get early access when we launch.