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AI Application Readiness & Production Engineering

You built it with AI. We'll make it production-ready.

Turn a prototype or AI-built app into dependable software your customers can trust: secure logins, protected data, safe releases, and code someone can maintain.

What you can expect

  • Findings ranked by risk, in plain language
  • Fixes that matter most, done first
  • Works with any tool, AI or human
Two-minute readiness check

How ready is your app?

Tick what's true today. Most apps built quickly miss a few of these, and that's exactly what we help with.

How ready is your app?
0 of 6 in place
Start ticking

Your result updates as you go.

What we do

Everything between "it works" and "it's ready"

We focus on what actually puts a launch at risk, and explain each fix in plain language.

Architecture & code review

How the app is put together, what will hold up, and what won't.

Login, permissions & data protection

Secure accounts, the right access for each user, and data handled carefully.

Testing & quality

Automated tests around what matters most, so changes stop breaking things.

Deployment & releases

A repeatable, reversible way to ship updates without holding your breath.

Reliability & monitoring

Know when something breaks before your customers tell you.

Stabilization & takeover

Pick up an app someone else built, document it, and make it maintainable.

Start here

Know exactly where you stand before you launch

The assessment gives you a clear, prioritized picture of your app, so you spend money on the fixes that matter.

Where most people start

Prototype-to-Production Assessment

A focused review of your app with a clear answer to one question: what needs to change before real customers depend on it?

  • Architecture and code review
  • Login, permissions, and data handling check
  • Testing, deployment, and hosting review
  • Findings ranked by risk, in plain language
  • A practical roadmap and a walkthrough call
Fixed price, quoted after your free callStart with a free call
How it works

A clear route from prototype to production

Every engagement starts with a conversation, and you decide at each step whether to keep going.

1 2 3 4
Step 1 · Free · 30 minutes

Talk it through

Tell us about the app and what worries you. We'll tell you honestly whether we can help.

Step 2 · Fixed price

Assessment

A focused review with findings ranked by risk and a practical roadmap.

Step 3 · Scoped

Fix what matters

We close the most important gaps first, with regular check-ins.

Step 4 · Optional

Application care

Ongoing updates and monitoring once you're live, only if you want it.

Questions

Common questions

Does it matter which AI tool built the app?

No. We work with apps built with any tool, by AI, by a developer, or both. The questions are the same: is it secure, reliable, and maintainable?

Will you rewrite everything?

Rarely. We fix what matters most first and keep what already works. A rewrite is only worth it when the foundation can't be saved, and we'll explain why if that's the case.

Can you work with our existing developer?

Yes. We can review their work, pair with them, or take over parts of the app, whatever helps most.

What do you need from us to start?

A short walkthrough of the app and access to the code. We'll agree on exactly what we can see before we look at anything.

How much does it cost?

The first call is free. After it, we quote the assessment at a fixed price so you know the cost up front. Engineering work is scoped and quoted separately.

Step 1 · Free

Tell us about your app

A free 30-minute call. We'll learn what you've built and what worries you, tell you honestly whether we're a fit, and suggest a sensible next step.

Included · free
  • Understand your problem and goals
  • An honest read on fit
  • A suggested next step
Scoped separately
  • Code or security audits
  • Architecture reviews
  • Implementation plans

Prefer email? Write to hello@ericson.dev and we'll reply within one business day.

Free 30-min consultation
Reply within 1 business day
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