AI coding tools got you to working software. A fixed-scope review shows what stands between it and paying customers.
Delivered as a written report and a one-hour walkthrough with your team. No technical knowledge required to read it.
Answer all five to see your risk level. Nothing is recorded or sent anywhere.
A prototype that runs on a laptop or a preview link is proof that the idea works. Putting it in front of paying customers introduces four categories of risk that AI coding tools do not address, because nobody has asked them to.
Generated code frequently ships with credentials in plain text, no access controls between user accounts, and no protection against common attacks. These are not visible from the interface. The product looks like it works.
The business exposure: one customer able to see another customer's data is a reportable breach, not a bug.
A demo environment is not a production environment. Live products need monitoring, tested backups, a way to release changes without downtime, and cost controls on the cloud and AI services they consume.
The business exposure: an outage during your first enterprise pilot, with no restore point and no one on call.
If the product handles personal information, POPIA and GDPR obligations apply from the first real user. That covers where data is stored, which third-party services process it, how long it is kept, and what happens when someone asks for it to be deleted.
The business exposure: a corporate client's security questionnaire that the product cannot honestly pass.
Code assembled through conversation is often undocumented, untested and structured in a way no engineer would choose. That is manageable at ten users and expensive at ten thousand, when every change risks breaking something else.
The business exposure: a product that cannot be improved, valued or handed over, and a rebuild you pay for twice.
Start with the review. Continue only if it makes commercial sense to.
An independent assessment of what has been built and what stands between it and paying customers.
The review, plus the remediation and production setup needed to go live with confidence.
Everything required to take the product to market and keep it running as a commercial service.
A senior consultant will look at what has been built, tell you plainly where the material risks are, and set out what a review would involve. If the product is already in good shape, that is what you will be told.
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