Built for AI-generated products

Turn AI-generated apps into production-ready products

Deploy. Secure. Scale. Without rewriting everything.

AfterPrompt helps founders and builders move from AI output to a reliable product with audits, deployment systems, cloud setup, monitoring, and senior engineering support.

Get $20 AI Audit Talk to Engineer

Audit to action

48h

Typical first report turnaround

Engagement model

$100/hr

Senior engineering execution

Project range

$1k-$10k

Most productionization scopes

Pipeline

AI output to production system

Ready to ship

Step 1

Prompt

Step 2

Code Audit

Step 3

Secure Stack

Step 4

Deploy

Step 5

Scale

What we add

CI/CD, cloud deployment, secrets, observability, security fixes, and scaling paths.

What you keep

Your existing app, your stack choices, and the momentum you already created with AI.

Built for modern AI workflows

OpenAI

Anthropic

AWS

Vercel

How it works

From AI velocity to production confidence

Generate with AI

Ship your first version fast with ChatGPT, Claude, Cursor, Lovable, or any AI coding workflow.

We fix what AI breaks

We find the fragile parts: hidden bugs, insecure defaults, weak architecture, and missing deployment pieces.

We make it production-ready

We turn the app into something you can launch, monitor, trust, and keep improving.

Productized services

Built like a SaaS offering, not a vague services menu

Choose the level of help you need, from a fast audit to a deeper production setup to senior engineering capacity.

See pricing

AI Code Audit

$20

Report + recommendations

AI + human hybrid review for teams that need clarity before investing further.

Detect bugs and weak assumptions

Flag security issues and risky dependencies

Identify missing infra and deployment gaps

Get a clear next-step plan before spending more

Start audit

A clear path from generated code to a stable launch

Every engagement follows the same progression so you always know what comes next and what outcome each phase unlocks.

Audit

We review architecture, code quality, security, deployment blockers, and missing production systems.

Fix & Refactor

We patch reliability issues, clean up risky patterns, and align the codebase with real-world delivery standards.

Deploy

We wire environments, pipelines, and infrastructure so the app can ship without manual chaos.

Monitor & Scale

We add visibility, alerts, and scaling paths so growth does not force a rebuild later.

What AI can’t do

AI writes code. It doesn’t run your business.

Generated code can create momentum, but shipping a product still depends on reliability, security, observability, and real engineering judgment.

We handle everything after the prompt.

Get $20 AI Audit

No production reliability

No security guarantees

No scaling architecture

No monitoring

Pricing

Simple entry point, clear path to deeper support

Typical productionization projects range from $1k-$10k depending on app complexity, infrastructure needs, and how much cleanup the AI-generated code requires.

Starter

AI Audit

$20

A fast hybrid review to spot bugs, security gaps, and production blockers before you invest deeper.

Buy audit

Launch

Production Setup

Recommended

Starting $299

Deployment, CI/CD, cloud setup, secrets, and monitoring to turn generated code into a launchable product.

Start setup

Growth

Engineering Partnership

$100/hr

Senior engineering support for shipping features, improving reliability, and scaling without losing momentum.

Talk to engineer

Ready to launch

Your AI project isn’t finished. It’s just generated.

Start with the fastest path to clarity, then decide whether you want production setup or ongoing engineering support.

Get Started with $20 Audit