AI QA · Managed service first

Test every role, journey, and release.

Turn requirements into role-aware test coverage. Run the critical paths. See exactly what passed, what failed, and what needs a human decision.

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Release intelligenceExample state

REQUIREMENT / AUTH-07

Billing permissions remain outside restricted roles.

Source linked3 roles

AAdministratorFull accessPath passed

OOperationsScoped accessPath passed

MMemberRestrictedDenied as expected

READYcritical path signal

Requirement linkedRole context preservedEvidence ready

Requirements → testsMulti-role executionReplayable evidence

THE RELEASE MODEL

Every release contains many paths.
Test the journeys that carry real risk.

AI QA carries context from the source document into the browser run—and keeps the role, expected outcome, and evidence attached all the way through.

Requirements become coverage.

Documents are structured into testable requirements, then expanded into cases with observable outcomes, preconditions, data needs, and traceability.

Every role gets its own journey.

The same critical flow can run across configured roles while preserving the configured identity throughout.

A verdict you can inspect.

Runs preserve screenshots, readable steps, role context, termination reasons, and the verdict path—pass, fail, blocked, or inconclusive.

ACCESS MATRIX

Test the product your users actually experience.

A flow can work for an administrator and still fail—or expose too much—for everyone else. AI QA makes role identity part of every test.

RoleExpectedObservedVerdict

AdministratorFull accessJourney completePassed

OperationsScoped accessJourney completePassed

MemberRestrictedAction refusedCorrectly denied

MEMORY WITH A PURPOSE

Learn the path. Replay it. Repair only when reality moves.

Recorded journeys can be resolved against the current interface before the system spends time exploring again. When the UI changes, repair remains explicit and inspectable.

AI QA / SPAARXLAB

Ship each release with evidence your team can trust.

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Standalone platform direction · Managed service available first