Autonomous, iterative validation

Your QA department that runs itself and signs the evidence

TecnicaiT validates your software against your own operating procedures, every release, with no engineer babysitting it. Bounded by design, with a signed audit trail an evaluator accepts as evidence.

The model is not the difference

Same models. Different harness.

A generic AI can test your app if you prompt it well. What it cannot do is make that repeatable, bounded, signed and operable by someone who is not a prompt engineer. It is the same gap as "a developer can run the tests by hand" versus "having CI": nobody certifies software with "one person tried it in their terminal".

A generic AI is a brilliant engineer you have to sit next to every single time. TecnicaiT is the QA department that runs your certifiable procedure on its own, every release, and leaves you the signed evidence.
How it works

From procedure to a mergeable PR

Your procedure as a contract

You load your versioned SOPs (operating procedures). TecnicaiT runs them the way your real users do: through the browser, with semantic selectors, with multiple roles coordinating with each other.

Validation bounded by construction

A closed action vocabulary, protected paths in two layers and hard budgets per procedure. The system has no capability to go off-script — it does not merely promise to behave.

It closes the loop to the merge

When it finds a defect it proposes a fix, gates it behind a mandatory test run, and produces a PR with the finding, the signed evidence and green tests.

Evidence an evaluator accepts

Every run produces a cryptographically signed audit trail, tied to the versioned procedure. Material for a certification file, not a chat transcript.

Validated in production

Not a roadmap

12
findings detected in a single pass
59 s
of runtime for that analysis
€0.19
measured cost of that pass

Each cycle assigns the model to the task tier and reports its real cost per run. Figures from a real validation run against the defense-sector pilot client environment.

Do you validate software in a regulated sector?

If you need to audit your software against your own procedures and have the result hold up before an evaluator, let us talk.

Request a demo