Practical testing and quality support for Australian businesses.
Preparing a release, coordinating user acceptance testing or checking an AI tool? QVOS helps you understand what has been tested, where the risks sit and what needs attention next.
Check how one AI use case responds when accuracy, information and oversight matter.
Targeted reliability and information-handling checks
Evidence-backed findings and prioritised risks
A report, findings discussion and 90-day roadmap
One use case, planned around 20 delivery hours over two elapsed weeks, subject to access and capacity. No legal advice, penetration testing or safety certification.
All prices are starting prices in Australian dollars, excluding GST. Scope, availability and the final fee are agreed before work begins. Support is scheduled to an agreed time allocation.
For small and medium Australian businesses with an AI tool in use, in a pilot or nearly ready to launch.
01 / CUSTOMER REPLIES
“Can we send this?”
Your AI drafts a refund response. Does it follow your policy, or promise something your team can’t deliver?
Check accuracy and approval.02 / COMPANY KNOWLEDGE
“Where did that come from?”
A staff member asks your internal assistant a question. Can it point to a current source and admit when it doesn’t know?
Check sources and uncertainty.03 / DOCUMENT SUMMARIES
“What did it leave out?”
Your tool summarises a customer document. Does it preserve the important details, and who can see the information?
Check completeness and access.
The assessment focuses on one agreed system or use case. We confirm fit, access and scope before you commit.
03 / THE AI ASSESSMENT
AI quality and readiness assessment.
A defined scope, a fixed fee and findings you can use to make a decision.
Evidence for your next decision.
01
A record of what was checked
Targeted checks using agreed inputs: routine requests, wrong answers, sensitive information and when a person should step in.
02
Findings backed by evidence
Observed behaviour, supporting examples and the implications for your business.
03
Your key risks, in priority order
The issues to address first, including where to require human review or restrict use.
04
A practical 90-day roadmap
Recommended actions in priority order, a findings discussion and one consolidated revision round.
What sits outside this assessment? +
Business-wide AI inventories, legal advice, certification, penetration testing, remediation or implementation, and ongoing monitoring are excluded. Further systems, deeper investigation or additional revision rounds are separately quoted. Checks are targeted and agreed in advance; findings apply to the scope and evidence reviewed.
04 / AN EXAMPLE OF THE AI OUTPUT
See a finding. Follow it to a practical action.
An example of how a test becomes a finding, a decision and a recommended action.
ILLUSTRATIVE SAMPLE Fictional company, system, inputs and findings. This is not client work or a performance claim.
QVOS / ASSESSMENT
Wattle Services
Internal support assistant
ASSESSMENT OVERVIEWSAMPLE / 01
Keep the pilot supervised.
The assistant finds routine answers, but missing policy information can lead to confident, unsupported responses.
HIGH PRIORITY
Unsupported answers need a review gate.
When an answer cannot be grounded in an approved source, route the request to a person before it is used.
01ReliabilityPriority action
02InformationClarify handling
03OversightDefine escalation
Example decision support, based on a limited agreed scope. This is not a certification or a guarantee of future performance.
EVIDENCE RECORDSAMPLE / 02
A plausible answer. No supporting policy.
Check REL-03 · Missing information · Fictional input
Input
“Can I approve a refund above the standard limit?”
Observed
The assistant said a manager could approve it, although the supplied policy contained no exception rule.
Expected
State that the available policy does not answer the question and refer the request to the designated owner.
RECOMMENDATION
Require a source for policy advice and send unsupported answers for human review. Retest with agreed missing-information scenarios.
One illustrative scenario. It does not imply a measured failure rate.
PRIORITISED ACTION PLANSAMPLE / 03
A practical path forward.
Example recommendations for the fictional business. Implementation is outside the assessment scope.
DAYS 1–30
Set the boundaries
Business owner: keep human approval for policy advice, name an escalation owner and restrict sensitive inputs.
DAYS 31–60
Improve the controls
Tool manager: add source checks, document information flows and establish a repeatable set of review scenarios.
DAYS 61–90
Review before expanding
Business owner and tool manager: retest the priority issues and decide whether wider use is appropriate.
We bring your use case, sources and agreed examples together to check reliability, information handling and human oversight.
From your use case to an informed decisionOne system · Agreed scope
WHAT WE REVIEW
Your use casePurpose, users and decisions
Approved sourcesPolicies and reference material
Example inputsAgreed, representative scenarios
People & controlsAccess, approvals and handovers
QVOSASSESSMENT
Check what happens.
Observe. Record. Explain.
WHAT YOU RECEIVE ↗
01
Evidence-backed findings
What happened and why it matters.
02
Prioritised risks
What needs your attention first.
03
A 90-day roadmap
Recommended actions and next decisions.
EXPLORE THE THREE AREAS
THE QUESTION
Can the answer be supported?
Check routine requests, incorrect answers, missing information and conflicts with approved sources.
EXAMPLE CHECK · ILLUSTRATIVE
Ask about a refund exception absent from the supplied policy. Does the tool acknowledge the gap or invent an approval rule?
Inputs and checks are agreed for your system. This diagram describes the approach, not a client result.See an example finding ↗
01DiscoverAgree the use case and scope.
02ReviewReview sources and controls.
03TestRun checks and capture evidence.
04ReportDiscuss findings and next steps.
Adrian JacksonFounder · QVOS Labs
06 / THE PERSON BEHIND QVOS
Hi, I’m Adrian.
My background is in testing, test management and quality engineering. Through QVOS, I help businesses plan testing, coordinate end-to-end and user acceptance testing, and make sense of software and AI quality risks.
I bring testing work and stakeholder conversations together: what needs checking, what the evidence shows and what the team should address next. For AI tools, that includes the answers they give, the information they handle and when a person should step in.
You work directly with me, from agreeing what to check to discussing the findings. You’ll receive clear evidence, practical priorities and a plan for what to improve.
Test management · End-to-end testing · UAT · AI quality
Start with one agreed engagement. The work is planned around your priorities and available capacity.
07 / A FEW PRACTICAL QUESTIONS
Before we talk.
How do we choose a service? +
Tell Adrian what you are delivering, what is uncertain and what your team needs help with. We agree a suitable service, practical scope, availability and final fee before any work begins.
What do the starting prices cover? +
Each price is a starting point for a scoped engagement, not an unlimited commitment. The proposal sets out the time allocation, deliverables, exclusions and final fee. Ongoing support and advisory days are scheduled by agreement; additional work is separately quoted.
Do we need an AI system for the AI assessment? +
Yes — the assessment is designed for one system already in use, in a pilot, or nearly ready to launch. It needs to be available for the agreed checks. If you’re still choosing an idea or tool, email Adrian to discuss whether this is the right starting point.
What do you need from our team? +
Conversations with the business owner and tool manager, relevant documentation, agreed representative inputs and suitable access to the system. Access, information handling and practical responsibilities are agreed before testing begins.
Can we avoid sharing live customer information? +
We can agree on synthetic or de-identified examples where they suit the checks. Please don’t send sensitive material in an initial enquiry. Any necessary access, sharing, storage and deletion arrangements are discussed as part of the engagement scope.
Does this certify our AI as safe or compliant? +
No. It provides evidence and recommendations within an agreed scope. It is not legal advice, a compliance determination, certification or a guarantee of safety. You remain responsible for decisions about use and any specialist advice needed.
Does the AI assessment include fixing everything? +
The fixed-fee assessment identifies and prioritises improvements. Remediation, implementation, ongoing monitoring, additional systems and deeper investigations are outside this package and need a separate agreement.
What happens after the AI assessment report? +
We discuss the findings and your 90-day roadmap. One consolidated revision round is included. You can use the recommendations with your own team or suppliers, and discuss separately scoped support if needed.
LET’S START WITH WHAT YOU NEED
What needs a closer look?
Tell me what you’re delivering, what concerns you and where you need support. I’ll review your enquiry and arrange a conversation about fit, scope and availability.