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Quick answer
The AI App Technical Audit is a paid, fixed-scope review of an existing web application — including apps built with Lovable, Cursor, Bolt, Replit or v0. An experienced engineer reviews your architecture, login and permissions, Supabase or PostgreSQL access policies, Stripe payments, secrets and deployment, then gives you a written, severity-ranked report and a prioritized fix plan. You find out what is ready for real users and what needs attention before you spend more on development or launch.
Who this audit is for
Founders with a working prototype:Your app works in a demo, but you are not sure it is safe to put paying customers on it. You want an experienced engineer to tell you plainly what is solid and what is not.
Teams that built fast with AI coding tools:The app was generated or extended with Lovable, Cursor, Bolt.new, Replit Agent, v0, Windsurf or Claude Code, and nobody has reviewed the code end to end.
Businesses inheriting someone else's code:A freelancer or previous agency handed over the repository and you need an independent view before you spend more on development.
Investors and acquirers:You need a technical read on an early-stage product's architecture, access controls and deployment before you commit.
What we review
Architecture and maintainability:Application structure, code organization, duplicated or dead logic, and the critical user journeys you select — sign-up, checkout, onboarding or the core workflow.
Login, roles and authorization:Sign-up, password recovery, sessions, role checks and whether users can reach data or actions that belong to someone else.
Supabase RLS and tenant isolation:For Supabase or PostgreSQL projects we review row-level security policies, service-role key usage and multi-tenant isolation — the most common gap in AI-generated apps.
Database, schema and migrations:Selected queries, indexes, schema design, migration history and whether you can roll back a bad release.
Payments and subscriptions:Stripe (or PayPal) checkout, subscription lifecycle, cancellations, failed payments and webhook signature verification and idempotency.
Secrets, APIs and file storage:API keys exposed in frontend code, storage bucket permissions, third-party connections and what an attacker could do with what is publicly visible.
Deployment, logs and backups:Staging vs. production separation, environment variables, error logging, backups and whether a restore has ever been tested.
Tests and verification:Existing automated tests and the targeted checks needed to validate the workflows that matter to your launch.
What you receive
Written audit report:Findings with the affected components, reproducible evidence where available, business impact in plain language and a recommended action for each.
Severity-ranked issue list:Every issue ranked critical, high, medium or low, so you know what blocks launch and what can wait.
Keep, repair or rebuild guidance:What should be retained as-is, what needs repair, and where further investigation is required — so you don't rebuild working code.
Remediation plan and estimate:A prioritized plan for the next phase with an engineering estimate, assumptions and dependencies. Your own team or ours can carry it out.
Findings walkthrough call:We walk you through the report, answer questions and help you decide what to fix first.
Stacks we audit
How the audit works
- Scope call (free, 30 minutes): You tell us your stack, application stage and the three workflows you are most worried about. We confirm fit and propose the review boundaries, price and delivery window in writing.
- Access and walkthrough: You share repository access and walk us through the app. Access is limited to named people with the minimum permissions the review needs.
- Review: We inspect the code and a development or staging environment. Testing uses synthetic or non-production data. Any production access requires your separate authorization.
- Report and walkthrough: You receive the written report, severity-ranked issue list and remediation plan, followed by a call to go through the findings together.
- Decide the next step: Fix it with your own team, or ask us to quote the work as an AI App Repair & Production Launch engagement. There is no obligation either way.
What the audit does not include
The audit is a bounded review, not implementation. It is not a full penetration test or a compliance certification, and no review can guarantee that every defect is found. Scope, price, delivery window and report format are agreed in writing before work starts. If you need the fixes done, see AI App Repair & Production Launch; for a full security assessment, see our cybersecurity and penetration testing services.
Your technical lead
Md. Masud Hasan, CEO and owner of UnlockLive IT Limited, leads technical review and engineering from our Dhaka delivery centre, working with clients through our Toronto headquarters. He brings nearly two decades of experience building websites and custom applications for international clients, including businesses in the United States and Canada — spanning SaaS, business systems and ERP, CRM integrations, payments, databases and cloud deployment. Implementation and testing are carried out by named team members agreed with you at the start.
- Frontend: React, Next.js, TypeScript, PHP, Laravel and Yii2
- Backend and data: Python, FastAPI, Django, Node.js, PostgreSQL, MySQL and MongoDB
- Integrations: Stripe, PayPal, Follow Up Boss, Zoho, HubSpot and third-party APIs
- Operations: AWS, Linux, Docker, Nginx, Cloudflare and production troubleshooting
Frequently asked questions
Is an app built with Lovable, Bolt or Cursor safe to launch?
It can be, but it usually isn't straight out of the builder. AI coding tools are good at producing working screens quickly; they are much less reliable at access control, tenant isolation, payment edge cases, secrets handling and deployment. The most common problems we see are Supabase row-level security that is disabled or too broad, API keys exposed in frontend code, Stripe webhooks that aren't verified, and no separation between test and production. An audit tells you which of these apply to your app before real users and real data are involved.
What does an AI app technical audit check?
The agreed scope typically covers application structure and the critical user journeys you choose, login and password recovery, roles and authorization, Supabase or PostgreSQL access policies and tenant isolation, selected database queries and migrations, Stripe checkout, subscriptions and webhooks, secrets and file-storage permissions, third-party integrations, and staging, deployment, logging and backups. You choose the workflows that matter most; we agree the boundaries in writing before starting.
What do I get at the end of the audit?
A written report with each finding, the affected components, reproducible evidence where available, the business impact in plain language and a recommended action. Issues are ranked by severity, and the report says what to keep, what to repair and what needs further investigation. You also receive a prioritized remediation plan with an engineering estimate for the next phase, and a call to walk through the findings.
How much does an AI app audit cost and how long does it take?
The audit is a paid, fixed-scope engagement. The price and delivery window depend on the size of the app and how many workflows and environments are in scope, and both are agreed in writing before work starts. Share your stack, app stage and top three concerns and we'll propose a scope and fixed price, usually within one business day.
Do you review Supabase row-level security (RLS) policies?
Yes, when agreed in scope. We review whether RLS is enabled on every table that holds user data, whether policies actually restrict rows to the right user or tenant, whether the service-role key is used anywhere it can reach the browser, and how storage buckets are protected. Weak RLS is the single most common serious issue in Lovable and Bolt apps built on Supabase.
Is the audit the same as a penetration test?
No. The audit is an engineering review of code, configuration and deployment against the workflows you choose. It is not a full penetration test or a compliance certification, and no review can guarantee every defect is found. If you need a formal penetration test or SOC 2, HIPAA or PCI readiness work, our cybersecurity team can scope that separately.
Do I have to hire you to fix the issues you find?
No. The report and remediation plan are written so your own developers can act on them. If you'd like us to do the work, we can quote it as an AI App Repair & Production Launch engagement based on the findings.
What access do you need, and how do you protect my data?
Repository access, an application walkthrough, stack and hosting details, the intended user roles, known problems and your launch priorities. Access is limited to named people with the minimum permissions needed. Testing starts with synthetic or non-production data, and any production access requires your separate authorization. Please never send passwords or API keys through our website form.
Have a different question? Book a free strategy call.
Not sure your app is ready for real users?
Share your stack, application stage and the three workflows you are most concerned about. We'll reply within one business day with a proposed review scope. Request an app review.
Request an app review
Tell us your stack and launch priorities. Please don't send passwords, API keys or customer records through the form.
Request an app reviewUnlockLive IT Limited — Toronto client-facing HQ and project management; dedicated engineering center in Dhaka, Bangladesh. UK registered company #15563368 (UnlockLive IT Limited, London).
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