Human-controlled AI Quality Engineering

Evidence you can defend. Decisions humans control.

Qualora turns requirements into reviewed tests and automation, converts CI output into auditable evidence, and explains release risk without letting AI make the decision.

AI proposesMachine facts stay immutableHumans approve side effects

Release intelligence

PAY-842 · Checkout reliability

BLOCK
12
Proposed
10
Approved
9
Passed
1
Failed
3
Artifacts
41
Risk / 100

P0 test failure blocks release

Order API returned 500 after payment succeeded. Policy v1.0.0 determined the outcome—AI only explains it.

Every transition is authorized, versioned, recoverable, and explainable.

01

Intake

Signed + idempotent

02

Context

Immutable + sourced

03

Test design

Schema-valid draft

04

QA review

Human decision

05

PR

Reviewable, never merged

06

CI evidence

Facts + artifacts

07

Hypothesis

AI + correction

08

Defect

Approve + create

09

Gate

Policy decides

Rigid where trust matters. Configurable where teams differ.

Built for software teams already using Jira, GitHub, CI, and Playwright—with human responsibility made explicit at every consequential step.

Tenant-safe by design

Server-enforced RBAC, RLS, scoped evidence, and adversarial isolation tests.

Schema before side effects

Strict structured outputs plus deterministic domain validation.

Reviewable automation

Generated code is validated in isolation and can open a PR—never merge it.

Policy decides the gate

Stable reason codes and versioned evidence keep the outcome reproducible.

Start with the complete PAY-842 journey.

No Jira, GitHub, OpenAI, or production credentials required. The demo is deterministic and safe by default.

Launch Qualora