Make an AI-built MVP production-ready
The Project Drivers takes apps and MVPs generated with AI coding tools and makes them safe for real users: we audit the architecture, security, data model and integrations, fix what will break first, add tests and monitoring and set up deployment. A typical rescue starts with a fixed-price assessment.
Common problems we find
- Secrets and keys in the code, missing access control between users.
- No tests, so every fix breaks something else.
- Data model that cannot handle real volume or reporting.
- Integrations without error handling or retries.
- No backups, logging or deployment process.
How it works
Step 1 is an audit with a prioritized list: what is dangerous, what will break at scale, what can wait. Step 2 is a hardening sprint that fixes the top issues and adds tests, monitoring and a deployment pipeline. After that you can keep building with your team, with us, or both.
Frequently asked questions
Can you take over an app that was built with AI coding tools?
Yes. We review the generated code like any other codebase, keep what is sound and rewrite the parts that are unsafe or will not scale, instead of starting from zero.
How much does it cost to make an AI-built MVP production-ready?
A typical audit and hardening sprint costs $3,000 to $8,000; larger rewrites are estimated after the audit.