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Failure is not an option.

I fix your AI code.

Your emergency surgeon for AI-generated, safety-critical software. From a fragile ChatGPT, Gemini or Claude prototype to audited production software, with the precision of safety-critical engineering.

Request an AI code audit

Discreet and time-boxed. We agree scope and investment in a conversation.

The silent journey video goes here later: problem, collaboration, solution

How it works

  1. 01

    Problem

    The prototype almost runs. Deployment, data security and the release date stand in the way.

  2. 02

    Collaboration

    Diagnosis first, then the intervention. You know where your system stands at every step.

  3. 03

    Solution

    Audited, production-ready software. You can focus on your core business again.

80% is built fast. The last 20% decide.

The AI delivered a prototype in record time. Then comes the moment before release: deployment, encryption, data security, encapsulation. Nobody knows exactly what is wrong, and the deadline moves closer.

That says nothing about your team. The method pushed the prototype to its limit. That is exactly where the work begins that decides compliance, reputation and whether it runs at the customer.

Who recognizes this

  • Founders without a tech team

    The prototype runs on your machine, but not at the customer.

  • SMEs and departments

    The internal tool should go live. IT stops it over security and maintainability.

  • Agencies holding AI legacy

    A client project carries AI code without architecture, and you lack senior capacity.

  • Investors and business angels

    Before funding, technical due diligence counts: is the software asset sound?

  • Professional secrecy and regulated sectors

    LegalTech, Treuhand, audit, MedTech, defense, e-government: a leak is a license, liability and criminal-law question.

  • EU AI Act

    Anyone selling into the EU often notices too late that the AI prototype can fall under the EU AI Act.

From diagnosis to production readiness

Two steps, clearly separated. After the diagnosis you decide whether and how to continue.

Phase 1 · Anamnese

AI code audit

Time-boxed and discreet. I read your code before I touch it, and map dependencies, security and deployment.

You receive

  • A written diagnosis
  • A risk matrix
  • Concrete recommendations and a plan for the architecture

Phase 2 · The intervention

Refactoring and production release

Based on the plan, I bring the prototype into an operational state.

What it includes

  • Decoupling and clean architecture
  • Encryption and data security
  • Reproducible builds and release pipeline
  • Documentation for operations and audit

The result: Peace of Mind.

Software that runs, is verified, and does not crash at the customer.

Request an AI code audit

We agree scope and investment in a conversation.

Giving up is not an option. Look at the problem from a new angle – and get to work.

Risk score check: how mature is your AI code?

Six questions, about two minutes. You get an assessment in green, yellow or red and see which points an audit would clarify first. No sign-up, no email address.

The check is an orientation and does not replace an audit.

Question 1 of 6

How did the code come about?

Frequently asked questions

Does my code stay confidential?

Yes. The assessment is discreet. A confidentiality agreement is possible before I first see your code, including under professional secrecy and in regulated sectors.

Who owns the code?

You do. I analyze and rework your code. I claim no rights to it.

What does the AI code audit include, and what does it not?

It covers the analysis of code, dependencies, data security and deployment, plus a written diagnosis, a risk matrix and a plan. It is not a refactoring, not a certification and not legal advice.

How long does the audit take?

It is time-boxed. We set the time frame in the conversation, depending on the size and state of your code. The plan from the audit then sets the frame for Phase 2.

What does it cost?

We agree scope and investment in a conversation. Because the audit is time-boxed, you keep the cost in view.

Does this also work in regulated sectors?

Yes. I come from safety-critical environments such as aviation, rail signaling, LegalTech, e-government, Treuhand, audit and FinTech. Data security, professional secrecy and the EU AI Act are part of the diagnosis when needed.

I go where it is burning.

Let us rescue your system.

What happens next

  1. 1You write me a short note on where it hurts. Optionally with the result of the risk score check.
  2. 2We talk about your situation and the deadline that presses.
  3. 3We agree scope and investment for the AI code audit.
Request an AI code audit

Discreet and time-boxed. We agree scope and investment in a conversation.

Or write directly to hello@thecodedoctor.ch