Product
The AI App Deployment Platform for projects built with AI tools
JWS takes the app your AI coding assistant generated — analyzes it, prices it honestly, and deploys it to real infrastructure with a human safety net.
Import & analysis
Connect a GitHub repo or upload your project. JWS statically analyzes the codebase to detect the stack, dependencies, environment variables and deployment requirements — without ever executing your code.
Cost-optimized infrastructure
Every project gets matched to the lowest suitable infrastructure tier for its actual workload, instead of a one-size-fits-all server that overcharges you from day one.
Deployment automation
A generated deployment passport (jws.yaml) captures exactly how your app builds, runs and connects to its services, so deployments are repeatable instead of guesswork.
Budget Guard + human support
Hard spending caps stop a traffic spike from becoming a bill shock, and when something needs a human, real people are one ticket away in Bengali or English.
How a project goes from code to production
- 1
Import
Bring your project in from GitHub or as a direct upload — no CLI setup required to get started.
- 2
Analyze
JWS scans the project structure, framework, dependencies and configuration files to understand what it actually needs to run.
- 3
Readiness score
You get a clear score showing how deployment-ready the project is, with the specific gaps called out — missing env vars, unsupported patterns, and more.
- 4
Plan & estimate
Based on the analysis, JWS proposes an infrastructure plan and a transparent monthly cost estimate in EUR before anything is provisioned.
- 5
Deploy & guard
Once approved, the app is deployed with monitoring and Budget Guard active from the first minute, plus a rollback point if anything goes wrong.
Why JWS is different
Built for AI-generated codebases
JWS is designed around the reality of apps built with tools like Lovable, Bolt and Replit — not retrofitted from a generic PaaS.
Honest cost matching
You are never sized into infrastructure you don't need just to hit a sales quota.
A human safety net
Automation handles the repeatable work, but a real support tier exists for the moments automation can't solve.
Deployment passport, not black box
The jws.yaml deployment passport means you always know exactly how your app is built and run.
EUR-native pricing
Prices are set and billed in EUR from the start, with no currency conversion surprises.