AI App Stuck, Unstable or Trapped on a Builder?

AI-Generated App Recovery & Migration Services

Built an application with Replit, Lovable, Base44, Bolt or another AI coding platform but cannot launch it confidently? We diagnose the real codebase, fix broken workflows, strengthen security, complete critical features and prepare the product for production.

If the platform no longer fits your product, we can also plan and execute a controlled migration of the application, database, authentication, files, integrations and deployment to infrastructure you own or control.

Codebase review Secure handover Client-controlled hosting NDA available
AI-Generated App Recovery & Migration Services

Your AI-Built MVP Worked in Preview. Production Exposed the Gaps.

AI builders can turn an idea into a working interface quickly. The difficult part often appears later: real users, role permissions, payments, database rules, external APIs, deployment, performance, monitoring and safe operations. Repeated prompting may change the symptom without fixing the underlying architecture.

The App Keeps Breaking

The App Keeps Breaking

A new prompt fixes one screen but creates another regression, duplicate logic or inconsistent state.

t Works Only in Preview

t Works Only in Preview

Environment variables, routes, server functions, domains, callbacks or build settings fail after deployment.

Users or Data Are at Risk

Users or Data Are at Risk

Authentication, role checks, tenant separation, row-level security or client-side secrets are incomplete.

The Product Is Almost Finished

The Product Is Almost Finished

The core idea works, but payments, emails, uploads, dashboards, admin tools or edge cases block launch.

The Code Is Hard to Own

The Code Is Hard to Own

There is no clean repository, documentation, test coverage, deployment process or reliable handover path.

The Platform No Longer Fits

The Platform No Longer Fits

Cost, control, compliance, backend limitations or scaling needs make client-controlled infrastructure a better option.

Turn a Promising Prototype Into Software You Can Operate

Understand What You Actually Have

Understand What You Actually Have

Receive a practical view of the stack, dependencies, risks, missing pieces and recovery options.

Fix the Root Cause

Fix the Root Cause

Repair the underlying code, data flow and configuration rather than layering more prompts over recurring failures.

Launch With Clear Boundaries

Launch With Clear Boundaries

Define critical workflows, acceptance checks, deployment steps, monitoring and known limitations before release.

Regain Technical Ownership

Regain Technical Ownership

Move code into a controlled repository, document the system and reduce dependence on one person or builder.

Choose Repair, Migration or Rebuild

Choose Repair, Migration or Rebuild

Use evidence from the audit to select the safest and most economical path instead of assuming one answer.

Move to Your Own Infrastructure

Move to Your Own Infrastructure

Migrate portable parts and replace proprietary services through a planned, testable cutover.

AI Builders and Coding Tools We Can Review 

Platform-built applications: Lovable, Replit, Base44, Bolt.new, v0 and similar exportable web-app builders

AI-assisted repositories: Cursor, Windsurf, Claude Code, OpenAI Codex, ChatGPT and other AI-assisted development workflows

Common application stacks: React, Next.js, Node.js, Express, TypeScript, JavaScript, Python, PHP, Laravel and WordPress 

Common backends and data: Supabase, Firebase, PostgreSQL, MySQL, MongoDB, Replit Database and platform-managed services 

Deployment targets: client-owned VPS, Docker, Nginx, AWS, Azure, Google Cloud, DigitalOcean, OVH, Vercel and other approved infrastructure 

What We Fix, Finish and Stabilize

Technical Recovery Assessment

Technical Recovery Assessment

Map the current application before expanding the scope.

  • Source-code and dependency review
  • Architecture, database and integration map
  • Critical bug and production-risk inventory
  • Repair-versus-migration recommendation
  • Prioritized recovery roadmap and estimate

Bug Fixing and Workflow Repair

Bug Fixing and Workflow Repair

Resolve visible failures and the code paths causing them.

  • Frontend state, form and navigation bugs
  • Backend, server function and API errors
  • Database queries, schema and data-flow issues
  • Email, upload, notification and scheduled-job failures
  • Responsive, browser and production-only defects

Authentication and Access-Control Recovery

Authentication and Access-Control Recovery

Protect accounts, roles and tenant data at the backend boundary.

  • Login, signup, reset and session issues
  • Google, Microsoft and OAuth callback problems
  • User roles and admin permissions
  • Tenant isolation and row-level security
  • Server-side authorization and data-access checks

Payment, Subscription and Webhook Recovery

Payment, Subscription and Webhook Recovery

Restore revenue-critical workflows and state changes.

  • Checkout and payment confirmation
  • Subscription lifecycle and plan access
  • Webhook verification and idempotency
  • Order or entitlement creation
  • Test-to-live configuration review

AI Feature and API Stabilization

AI Feature and API Stabilization

Make generated AI features predictable enough for approved use cases.

  • OpenAI, Claude, Gemini and other documented APIs
  • Prompt, context and structured-output failures
  • Rate limits, timeouts, retries and fallbacks
  • RAG, document processing and tenant-access issues
  • Usage logging and cost-control implementation

Production Readiness and Handover

Production Readiness and Handover

Create a repeatable path from repository to working production release.

  • Environment and secret separation
  • Build, deployment and domain configuration
  • Logging, monitoring and error capture
  • Critical-flow testing and regression checks
  • Repository, deployment and operational documentation

Move Your AI-Built App to Infrastructure You Control

Migration is not simply downloading a ZIP and uploading it to a server. A reliable move separates every dependency the builder previously handled: source code, build process, backend logic, database, users, files, scheduled jobs, third-party integrations, domains, SSL, monitoring and backups.

Code and Repository Ownership

Code and Repository Ownership

Export or synchronize available source code, preserve history where possible, remove builder-specific assumptions and establish a client-controlled Git repository.

Frontend Deployment

Frontend Deployment

Configure the production build, routing, caching and runtime for a VPS, container, static host or approved cloud target.

Backend and Server Functions

Backend and Server Functions

Move portable functions or replace platform-managed backend behavior with Node.js, Laravel, Supabase, Firebase or another agreed architecture.

Database and Data Transfer

Database and Data Transfer

Export schema and records, map data types and relationships, migrate in a controlled window, validate counts and preserve a rollback copy.

Authentication and User Migration

Authentication and User Migration

Replace or reconfigure authentication, map roles and sessions, and plan password reset or account re-verification when credential portability is limited.

File and Object Storage

File and Object Storage

Transfer approved assets and user files, preserve paths or mapping rules, configure permissions and test uploads and downloads.

Secrets and Integrations

Secrets and Integrations

Recreate environment variables through a secure channel, rotate exposed keys, update OAuth callbacks and webhooks, and test every external provider.

Infrastructure Operations

Infrastructure Operations

Configure DNS, SSL, process management, backups, logs, monitoring, alerts, resource limits and recovery procedures for the approved target.

Cutover and Rollback

Cutover and Rollback

Use staging validation, a change window, final data sync, DNS cutover, post-launch checks and an agreed rollback trigger.

Platform-specific migration realities

Platform What the initial review should expect Migration implication
Lovable Git sync or code download can provide the application code. Lovable documents standard Vite + React projects and portable data/configuration. Supabase-backed projects can follow a documented external or self-hosted path, but backend operations become the client’s responsibility. Usually code-led; confirm Cloud vs. Supabase and all connected services.
Replit Projects can be downloaded as ZIP or connected to Git. Replit-specific configuration, deployment secrets, managed database, storage and publishing behavior must be inventoried and recreated or replaced on the target. Exportable code; managed services and production data require a separate migration plan.
Base44 Builder plans can export frontend code, functions and collection data. Base44 states that managed hosting, authentication and database infrastructure are not exported. Full independence may require a custom backend, authentication replacement and data-model reconstruction.
Bolt / v0 / similar Source code may be exportable, while Supabase data, environment values, domains and external services are commonly separate from the repository. Confirm the repository, backend provider, data ownership and secrets before estimating.

Choose the Safest Path After the Technical Review

Path Best fit Commercial implication
Repair in place Code is understandable, critical services work, and the platform remains suitable. Fastest route; lower immediate change risk.
Stabilize, then migrate Product has value, but platform control, cost or compliance is becoming limiting. Reduces cutover risk by fixing critical flows before moving.
Partial migration Frontend is portable, but backend, authentication or data needs a different home. Move components in phases and keep a temporary hybrid architecture.
Targeted rebuild Exported code is unsafe, duplicated, incomplete or tightly coupled to unavailable services. Rebuild only the affected layer or workflow with acceptance criteria.
Full rebuild Recovery cost approaches replacement cost and the current architecture cannot meet the product requirement. Use only when evidence shows repair would preserve unacceptable risk or debt.

Choose the Right Starting Point for Your AI-Built App

Start with the closest visible need. The final package is confirmed after we review platform access, exported code, production impact, data and external dependencies.

AI App Diagnostic & Recovery Plan
Best for: A founder who is stuck, inherited the app or does not know whether to repair, migrate or rebuild
Commercial model: Fixed diagnostic scope after initial qualification
  • Repository and platform dependency review
  • Critical workflow and production-risk assessment
  • Authentication, database, API and deployment review
  • Repair, migration or rebuild recommendation
  • Prioritized recovery roadmap and implementation estimate
Get Estimate
Platform Exit & Own-Server Migration
Best for: A working or recoverable app that must move from Lovable, Replit, Base44 or another builder to client-controlled infrastructure
Commercial model: Paid discovery followed by milestone-based migration
  • Source export and platform-dependency inventory
  • Target architecture and infrastructure plan
  • Frontend, backend, database, user and file migration
  • Secrets, webhooks, domains, SSL and integrations
  • Staging validation, cutover, rollback plan and handover
Get Estimate

Can Your AI App Be Fixed in One Business Day?

Some isolated, reproducible issues can be resolved within one business day after code access, technical review and scope approval. The promise applies only to the approved issue—not the whole application.

Usually eligible for a quick fix 

  • One reproducible frontend, form, route or configuration issue
  • One isolated API, webhook, build or deployment error 
  • Source code and a safe staging or test path are available 
  • No live-data correction, user migration or architectural replacement is required 
  • The issue fits the confirmed hour limit and business-hour window

⚠️ Requires a custom estimate

  • Multiple unrelated issues or recurring regressions across the application 
  • Authentication redesign, tenant isolation or security-incident recovery 
  • Production data correction, schema migration or user-account migration 
  • Platform exit, own-server deployment or backend replacement 
  • Missing export access, source code, reproduction path or third-party access 
  • Major feature completion, architecture refactoring or full rebuild 

Not sure where your issue fits? Send the symptoms you can see. We will help identify the likely scope before you commit to development.

Check My AI-APP

How We Recover or Move an AI-Generated Application

A fast fix still needs a controlled process. We keep the engagement focused, explain what we find and test the affected flow before handover.

01

Share the symptoms and objective
Share the symptoms and objective

Tell us what is broken, what must work for launch and whether you want to remain on the current platform or evaluate migration.

02

Confirm access and exportability
Confirm access and exportability

We review the live application, repository or export, platform services, data, authentication, integrations and safe test path.

03

Choose the recovery path
Choose the recovery path

We recommend a quick fix, stabilization plan, partial migration, full migration or targeted rebuild with assumptions and exclusions.

04

Approve scope and acceptance checks
Approve scope and acceptance checks

The proposal defines milestones, access, deliverables, test cases, dependencies, cutover responsibilities and change control.

05

 Repair or build the target environment
Repair or build the target environment

We implement approved code, data, backend, infrastructure and integration work in a controlled development or staging environment.

06

Validate critical workflows
Validate critical workflows

We test roles, payments, data access, APIs, emails, uploads, production builds and agreed business-critical paths.

07

Deploy, cut over and monitor
Deploy, cut over and monitor

We support release or migration, verify the live system and use the agreed rollback path if acceptance conditions are not met.

08

Hand over and support
Hand over and support

You receive the approved repository, environment guidance, migration notes, known limitations and an optional maintenance proposal.

AI-Speed Recovery With Full-Stack Engineering Judgment

We Review the Actual Stack

We Review the Actual Stack

The builder name is only the starting point. We inspect the generated framework, backend, database, services and deployment path.

We Work Across the Whole Workflow

We Work Across the Whole Workflow

Frontend, backend, database, APIs, authentication, hosting and monitoring are treated as one production system.

We Do Not Force a Rebuild

We Do Not Force a Rebuild

The recommendation can be repair, migration, replacement of one layer or rebuild—based on risk and effort, not a predetermined sale.

We Protect Ownership

We Protect Ownership

Code, infrastructure, credentials and documentation are organized around the client's approved accounts and handover requirements.

We Use Controlled Production Changes

We Use Controlled Production Changes

Staging, acceptance checks, backups, cutover planning and rollback conditions reduce avoidable release risk.

We Offer a Clear Next Step

We Offer a Clear Next Step

The initial response identifies what can be assessed immediately, what access is needed and whether paid discovery is appropriate.

Who This AI App Recovery Service Is For

Non-Technical Founders

Non-Technical Founders

You built a promising MVP with an AI platform but need an engineering partner for the final production gap.

Startups Preparing to Launch

Startups Preparing to Launch

Your product must pass real authentication, payment, data, security and deployment checks before users arrive.

Teams Outgrowing a Builder

Teams Outgrowing a Builder

You need greater infrastructure control, custom backend behavior, compliance planning or predictable operations.

Agencies Inheriting AI-Built Work

Agencies Inheriting AI-Built Work

You need a white-label technical assessment, recovery roadmap or implementation partner for a client codebase.

Businesses With Internal AI Apps

Businesses With Internal AI Apps

A rapidly built tool now contains operational data or workflows that require stronger access, reliability and ownership.

Owners of Abandoned Projects

Owners of Abandoned Projects

A freelancer, builder or AI workflow delivered an incomplete application and you need an evidence-based recovery path.

Tell Us What Your AI-Built App Needs Next

Share the platform, current state and desired outcome. We will review the information and recommend the safest first step before requesting sensitive access.

We aim to respond within two business hours on business days.
Do not enter passwords, private keys, API secrets or database credentials here. We will arrange a secure access method after the scope is accepted.

Frequently Asked Questions About AI-Generated App Recovery

AI-generated app recovery is the technical process of assessing, repairing, securing, completing and documenting an application created or heavily assisted by an AI builder or coding tool. The goal may be a stable launch on the current platform, migration to new infrastructure or a targeted rebuild where repair is not economical. 

Ready to Recover or Take Control of Your AI-Built App?

Tell us what you built, what is blocking launch and whether you want to remain on the current platform or migrate. We will review the situation and recommend a clear technical starting point.

Get My AI App Reviewed