Will you make me stop using Lovable / Bolt / Replit?

No. If the platform fits your product, we harden your app on that platform. If your app has outgrown the platform, we will show you exactly why and what a migration involves, with costs, before you decide anything.

I am not technical. Can I still work with you?

Yes. Most of our clients in this service are founders and business owners, not developers. Reports and calls are in plain English. You will never be handed jargon and left alone with it.

The audit is a fixed $500, fully credited against a Rescue Sprint started within 30 days. The Rescue Sprint is a fixed price quoted from the audit, typically $3000 - $8000. The Care Plan starts at $100 - $300 per month. There are no open-ended hourly engagements in this service.

What if you do not find anything wrong?

Then you get something valuable: a senior engineer written confirmation that your app is in good shape, and a short list of what to watch as you grow. We do not pad reports to justify the fee, and we never guarantee a minimum number of findings, because that would give us the wrong incentive.

You do. Everything we write, fix, and document belongs to you. The Care Plan is optional and cancellable, never a dependency we quietly build in.

How fast can you start?

Audit slots are scheduled weekly and capacity is limited to 30 audits per week. Book a call and we will confirm your slot on the call. The 5-business-day delivery clock starts when you grant access, and if we miss it, the audit is free.

Is my data safe with you?

We sign an NDA before we see anything. Access is limited to the named engineers on your audit, and we delete our access when the engagement ends.

Your AI-built app works in the demo. We make it work in production.

You built it with Lovable, Bolt, Replit, Cursor, or Claude. Now it has to survive real users, real data, and real payments. Edstem senior engineers audit, fix, and harden AI-built apps at a fixed price, on a fixed date, guaranteed.

See what the audit covers

On time or free. Your report is delivered in 5 business days or the audit costs you nothing, and the full fee is credited if you move ahead.

Trusted by teams shipping to production

150+ engineers
AWS Partner
Anthropic Partner Network
Fixed price, on time or free

Fix one thing, five break

If this sounds familiar, you are not alone, and nothing is wrong with you:

The symptoms

The app looks finished and runs fine, right up until real users arrive.

Every fix seems to break something else, so you have stopped touching it.

You are not sure if customer data is actually secure, and you cannot prove it is.

Payments, logins, or saved data behave strangely and you cannot tell why.

You cannot confidently deploy, update, or hand this to anyone, so it all still runs through you.

The other side

Now picture the other side of that. An app that holds up when real users arrive. Data that is secure and payments that simply work. The confidence to deploy, update, or hand the whole thing to someone else. That is what production-ready means, and for most AI-built apps it is a few focused days away, not a rebuild.

45%

of AI-generated code contains security flaws

Veracode, 2025

380,000

AI-built apps publicly accessible on the internet

RedAccess via Axios, 2026

Research

This is not an AI problem. It is a production problem. Independent research found that 45 percent of AI-generated code contains security flaws (Veracode, 2025), and security researchers found 380,000 AI-built apps publicly accessible on the internet, thousands holding sensitive data (RedAccess via Axios, 2026). The tools are excellent at building. Production readiness is a different discipline, and it is ours.

Why not just ask the AI to fix it?

You can, and for small things you should. The AI that built your app is good at the next feature. The issues that block production - security architecture, data model design, deployment, backups - are whole-system problems the AI cannot see from inside a chat window, because no single prompt holds the whole system. That is why fixing one thing breaks five others: each fix is locally right and globally blind. Our audit maps the whole system once, so you and your AI tool know exactly what to fix and in what order.

Many clients take our report and do the easy fixes themselves with the same AI tool. The report is written to make that possible.

Why Edstem

We build with AI too. That is exactly why we can fix it.

Most firms that fix AI-built apps quietly believe AI code is garbage. We do not. Edstem runs its own delivery on AI-native pipelines: Claude Code, spec-driven development, automated review agents, and senior engineers supervising all of it. We know precisely where AI tools cut corners, because we manage those corners every day, across a 150-engineer organisation, for enterprise and government clients.

You were right to build with AI. You were missing the engineering system around it. We bring the system.

150+

engineers, one organisation

Delivering for enterprise and government clients.

AWS PartnerAnthropic Partner NetworkEnterprise & government

Our AI-native pipeline

1Claude Code
2Spec-driven development
3Automated review agents
4Senior engineers

How it works

Three steps to production-ready

Audit

5 business days

A senior engineer reviews your app end to end: security, data model, error handling, payments, deployment.

You get a written report you own, with every issue prioritised, plus a walkthrough call.

Delivered in 5 business days or it is free, and the full fee is credited against your Rescue Sprint if you proceed within 30 days.

Fixed price: $500.

Your part: grant access and take one 30-minute call. That is all we need from you.

Rescue Sprint

2 to 4 weeks

We fix the list.

Security hardened, data model repaired, tests and documentation added, deployed properly.

Fixed price agreed up front from the audit findings, minus your audit credit.

Live and working on time, or your money back.

Typical range: $3000 - $8000.

Care Plan

optional, monthly

Hosting, monitoring, security updates, small changes, and a named engineer you can reach.

Cancel any time.

From $100 - $300/month.

What the audit covers, and what you keep

In five business days, one senior engineer examines every part of your app that stands between you and real users:

Authentication and access control on every endpoint.

Database security, including row-level security configuration.

Exposed secrets, API keys, and credentials.

Data model integrity and save logic.

Error handling and what happens on the unhappy path.

Payment integration wiring (Stripe and others).

Hosting, deployment, and backup setup.

A prioritised fix list in plain English.

You keep

What you walk away with

A written report you own outright
Every issue ranked by priority
A plain-English fix list you can act on with or without us
A 30-minute walkthrough call

Whatever you decide next, the report and the fix list are yours to keep, and the full audit fee is credited against a Rescue Sprint started within 30 days.

Honest answers

Usually not. Most AI-built apps need hardening, not a teardown. Our audit tells you honestly which parts are sound and which parts genuinely have to be replaced. If a full rebuild really is cheaper, we will say so in the report.

On time or free. One fixed-price audit. A report you own. Credited in full if you proceed.

Find out where you stand in five days.

One fixed-price audit. A report you own, and a prioritised fix list you keep whatever you decide next. Credited in full if you proceed. On time or free.

Book your audit call

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Last updated: July 27, 2026