Nobody can explain the whole system
The screens work, but authentication, data rules, integrations, environment variables, and vendor accounts are not documented together.
Your AI-built app still needs an owner.
Rehost reviews apps created with AI tools, fixes the parts that cannot be operated reliably, and puts testing, releases, accounts, and ongoing support around the product.
- AI-assisted builds welcome
- Repair before rebuild when practical
- Human-verified releases
Can Rehost take over an AI-built app?
Yes—Rehost can take over an app built with AI tools.
The deciding factor is not how the first version was generated. It is whether the product, accounts, data, dependencies, and release path can be understood and operated safely. Rehost reviews those facts before proposing repairs or replacement work.
Fast output can hide slow production problems.
AI shortens the path to a working interface. These gaps still become real operating work once customers depend on it.
Every fix creates a new failure
There is no dependable test or release path, so prompting another change can silently alter an unrelated workflow.
Security decisions were implicit
Secrets, permissions, user roles, data access, and dependency risk were accepted as generated defaults instead of reviewed controls.
The prototype became the product
Real users arrived before monitoring, backups, error handling, account ownership, and ongoing maintenance had a named owner.
Keep the speed. Add production discipline.
Rehost uses AI where it helps, then applies the controls required for a product that customers actually use.
- 01
Review
Reproduce the important workflows, map the stack and accounts, inspect the code and dependencies, and identify data or security risks.
Production brief
- 02
Stabilize
Protect critical paths, add the checks the current product needs, repair recoverable parts, and verify the release outside production when possible.
Verified release
- 03
Operate
Assign monitoring, releases, routine fixes, included changes, vendor accounts, and the request path to an explicit operating scope.
Named owner
AI stays a tool. Responsibility stays explicit.
The takeover defines what can be accelerated, what must be verified, and who is responsible once the app is live.
Reviewed for production
- Critical user workflows and intended product behavior
- Code, dependencies, authentication, permissions, data, and secrets
- Hosting, environments, integrations, monitoring, and release controls
- Repairs, testing, routine maintenance, and ongoing request handling
Confirmed in the agreement
- Project, repository, hosting, store, payment, analytics, and vendor access
- Customer-data exports, retention, compliance controls, and service levels
- Source-code rights, licenses, third-party fees, transition, and handoff
- What remains on the current stack and what must be replaced
Connect the AI build to the rest of the operating system.
Use these pages to compare AI automation work, managed applications, and the broader recovery path.
Practical AIAI agents for real workflowsSee how Rehost scopes automation around a defined task, systems, permissions, and human review.OpenManaged applicationsApps Rehost builds and operatesReview the account, release, ownership, and ongoing operations model for managed apps.OpenBroader recoveryApp rescue and supportStart here when the immediate problem is an existing app failure, regardless of how it was built.Open
Questions about moving an AI-built app into production.
Direct answers about takeover, code review, rebuilds, AI use, timing, and the first review.
Can Rehost take over an app built with AI tools?
Yes, when the project, code, accounts, dependencies, and data flows can be reviewed. Rehost evaluates the actual application rather than assuming an AI-assisted build is either production-ready or unusable.
Does an AI-built app need to be rebuilt?
Not automatically. Rehost first checks what is working, what can be tested, and which risks are structural. The recommendation may be repair, replacement of specific parts, or a rebuild when the current foundation cannot be operated safely.
What does Rehost review in AI-generated code?
The review can cover application behavior, authentication, data handling, secrets, dependencies, integrations, environments, observability, release controls, and the gap between the intended workflow and the deployed product.
Will Rehost keep using AI after the takeover?
Rehost uses appropriate engineering tools, including AI-assisted tools, to speed review and implementation. Production work still follows access controls, testing, human review, and release verification.
How fast can an AI-built app be stabilized?
Timing depends on access, test coverage, data risk, dependencies, integrations, and the release path. Rehost can begin reviewing quickly, but gives a repair target only after the product and its operating constraints are understood.
What should we bring to the first review?
Bring the live app or preview, project or repository access, a description of the failure, the intended user workflow, known integrations, and the accounts used for hosting, stores, data, payments, and analytics.
Bring the build, the intended workflow, and the current failure.
Rehost will trace what exists, identify the production gaps, and define the safest next release before changing the live product.