AI by product phase · Validation

Going to production is not pushing the code.

Before launch we check that it works, that it holds up, that it is accessible and that it does not expose what it should not. The final approval is signed by a person, always.

Where it hurts

What turns up in production.

01

Security at the end, or never.

Exposed credentials, badly set permissions and data accessible by accident.

02

Unmeasured performance.

It is fast with ten records and falls over with ten thousand.

03

Accessibility ignored.

A legal and usability barrier, especially on public sector projects.

What we do here

Four concrete deliveries.

Every point with acceptance criteria in writing. If it does not pass, it does not ship.

  1. 01

    End-to-end functional testing

    The critical flows, run automatically on every change.

  2. 02

    Security audit

    Permissions, secrets, dependencies and exposed surface reviewed before opening up.

  3. 03

    Performance on real data

    Expected load and peak. Optimisation where the number calls for it.

  4. 04

    Accessibility and compliance

    WCAG, GDPR and the AI Act as applicable. Documented so it can be demonstrated.

What you get
Services involved

What it is built with.

Related reading

Before you call us, read this.

  1. Guide · 9 min

    9 mistakes when hiring custom software development (and how to avoid them)

    Custom builds go wrong for almost always the same reasons: choosing on price, not insisting on owning the code, going in with vague requirements. These are the 9 most expensive mistakes and the concrete questions to avoid each one before signing.

  2. Guide · 9 min

    How to scale an MVP without rewriting it from scratch

    A lot of MVPs die precisely when they start working: the users arrive, the data arrives and the architecture put together in a hurry starts to creak. The good news is that scaling almost never means starting from zero. This is the no-hype guide to doing it in phases.

More in AI by product phase
First step, no strings attached

Not sure where to start? Measure your organisation’s AI maturity for free in 3 minutes, or book 30 minutes of direct diagnostic.

Let's start

Let's talk about your operation.

Tell us what costs more than it should. We come back with a concrete plan, realistic timelines and a clear yes or no.

contacto@plantekia.com