Trust has to be earned. We’re here to help.

AI-enabled technologies are increasingly positioned as solutions to problems across health. But the people most likely to be affected by them are rarely involved in decisions about whether or how they’re used.

The AI in Health Trust Lab exists to help make AI-enabled technologies in health genuinely worthy of trust – not to persuade communities to trust them. We support communities to partner with researchers, government, industry, developers and funders. We’re accountable to community – their insights provide evidence, not endorsement.

The goal is not more trust in AI-enabled technologies. It is better placed trust – given deliberately to what has earned it and withheld from what has not.

STRONGER TOGETHER

Led by Health Voices Victoria | Funded by Deakin University | Founding partner – Applied AI Initiative

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WHO WE PARTNER WITH

Health services

Implementing AI in health without community trust poses a significant risk to your patients and to you. We don’t assess the technology – we assess whether what you’re adopting has earned community trust, and help you build the governance and engagement practice that keeps it that way.

Government and regulators

Public trust in health AI doesn’t happen by announcement. It’s built through genuine engagement, transparency and accountability. We give you the community intelligence and engagement mechanisms you need to ensure AI in health serves the people it affects, and evidence you can stand behind.

Researchers

We connect your research with the community voice that good science demands, and that funders increasingly expect. We provide access to diverse communities, rigorous engagement frameworks and evidence of genuine trustworthiness for research that’s robust, scalable, ethical and translatable into practice.

Industry and developers

You’ve invested in an AI-enabled solution, but a technically sound product can still be refused by the people it was built for. Trustworthiness has to be demonstrated to the communities it affects, not just your team or investors. We provide that community-centred scrutiny, alongside your feasibility testing and ethics process.

Funders and philanthropy

Australia has no sustained measure of community trust in AI in health – and without it, even the most technically sound solutions fail to have real-world impact. We’re addressing that gap, and looking for partners to build community trust infrastructure and evidence shared openly, for public good.

Many reasons to work with us. One collective purpose: AI-enabled solutions in health that have genuinely earned the trust of the people they affect.

WHY THIS MATTERS NOW

Compliance is not acceptance.

In Australia, only 36% of people say they are willing to trust AI, and only 30% believe current laws and safeguards are enough to make its use safe.

When AI-enabled technologies are adopted without the people they affect, the first cost is human. Systems that don’t work well for the people the health system already underserves. Decisions not clearly explained. Errors in outputs. Lack of transparency around the handling of personal information. The Australian Government’s own guidance is clear that systems which don’t build in safety upfront can be misused or can fail people already navigating discrimination, disadvantage or reduced capacity to protect themselves — and for those people, getting it wrong isn’t inconvenience, it’s a direct risk to their safety.

Those harms land on people who were never asked, and who are least likely to be heard when something goes wrong.

The second cost is institutional. A technology can be clinically validated, privacy compliant, ethically reviewed and correctly procured, and still fail because the people it affects won’t accept it.

  • Harm that puts someone’s safety and health at risk, not just their trust in the system.
  • Stalled deployments after money is committed and public promises are made.
  • Procurement decisions become difficult to defend to a board, a minister or a journalist.
  • Rebuilding confidence takes far longer than the deployment did.

OUR SERVICES

Trust has to be earned. We’re here to help.

The foundations of the Trust Lab are being built through co-creation with an Activation Group comprised of community members, researchers, clinicians, policy thinkers and AI developers. Bringing a mix of lived experience and sector insights they have determined the priority needs that underpin our suite of services. Trust Lab services will be tailored and fit for purpose with six key areas of focus outlined below.

Community voice and insight

Community Consultation and Sentiment Pulse Check

Genuine community voice in how AI is designed, adopted and governed – from a rapid pulse-check through to a structured, ongoing consultation, scoped to the decision in front of you.

Best for: health services, government and industry who need to know how communities are experiencing an AI implementation, or are likely to, while there is still time to act on the answer.

You get: a credible read on community sentiment, delivered in time to inform decisions.

Communities get: a say in a decision that would otherwise have been made without them.

Signals of trustworthiness

Feedback, Complaints and Appeals Design

Setting up the ways your service hears from people affected by an AI-enabled solution – how they give feedback, raise concerns, and challenge decisions that affect them.

Best for: health services, government and industry facing emerging AI ethics guidance and regulatory expectations around recourse and redress.

You get: mechanisms built from real community input rather than a compliance checkbox – the harder thing to build and the one that holds up under scrutiny.

Communities get: a real route to challenge an automated decision about their own care, designed by people who have needed one.

Governance and Advisory Group Establishment

Supporting the set-up of an ongoing group where community members help oversee how AI is used across your work. This may include reviewing new initiatives, considering consumer feedback, and having input before major decisions are made.

Best for: health services, government and researchers who want community oversight that persists beyond a single project.

You get: a durable, properly resourced mechanism for community leadership in AI governance, rather than one-off representation.

Communities get: seats at the table and standing influence over decisions that affect them, not just a one-off consultation.

Research and policy translation

Community-Partnered Research and Development Support

Helping research and development teams involve community members meaningfully across every stage, from identifying the problem, through co-designing potential solutions, developing, testing, implementing, evaluating and iterating.

Best for: teams who want to build with community, not just for them.

You get: solutions that are safer, more reliable and more trustworthy because communities shaped them from the start.

Communities get: knowledge and solutions shaped by their priorities, not just their feedback

Policy and Implementation Co-Design

Working alongside your team to build community and lived experience input directly into AI policies, procurement criteria and implementation plans — collaboratively setting expectations from the outset.

Best for: health services, government and industry shaping a policy or implementation plan for an AI-enabled technology, ahead of or alongside procurement and rollout.

You get: a policy or plan that’s been developed with real community wants, needs and preferences before it’s public, cheaper to fix here than after launch.

Communities get: a hand in writing the rules, not just a chance to react to them once they’re set.

Capability building and knowledge sharing

AI Literacy and Plain-Language Explainers

AI Literacy and Plain-Language Explainers

Accessible resources that help communities understand and engage with AI as it shows up in their own health experiences.

Best for: Primary Health Networks, health services and government with health literacy obligations and no community co-created material.

You get: ready-made resources you can use and adapt, and communities better equipped to engage with decisions about their own care.

Communities get: a plain-English understanding of what is happening to their information and their care, and the confidence to ask about it.

Have a project you want to collaborate on?

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Getting started

If you’re trying to work out what this would involve, how best to engage community in your work, or whether you can make the case internally, we’re here to help you get started.

Who you'll be working with

40 years

Consumer voice in Victorian health

2500+

Wide-reaching community network expanding through partnerships

Research capability

Outstanding research capability across health services, policy and practice change

"with" Communities

Position, principles, priorities and evaluation framework co-created with community from the start

Pioneering technologies

Globally recognised, translating research into pioneering technologies that solve real-world challenges and benefit society

The team

Abdurrehman Nadeem Senior Engagement Officer
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Alison Coughlan Senior Manager, Health Voices Victoria
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Katherine Burnard Consultant, Learning & Engagement
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Jo Szczepańska Manager, Innovation and Service Development
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Dr Lahiru Russell Senior Strategic Fellow (Evaluation)
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Rochelle Serry Growth and Communications Strategy
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FAQS

Who does the Trust Lab actually work for?

We partner with health services, government, researchers and industry. We are accountable to communities. Those are different relationships and we keep them that way deliberately.

How is this different from an AI assurance framework?

That assesses a technology from the supply side: does it perform, does it comply, is the decision defensible. We assess from the community’s side: does it demonstrate what the people affected say trustworthiness requires.

We already have consumer representatives on our governance. What do you offer?

That is a good start. A consumer representative carries one perspective into a room built around other priorities. We convene the communities a technology actually affects, structure the conversation so it produces evidence, and report what emerges without needing to manage the room.

What does it cost?

It depends on the question, the communities involved and the depth of engagement. A rapid pulse-check is a very different commitment from establishing an ongoing governance group. We scope and price individually and will tell you early if what you need is smaller or larger than you expected. Getting Started Briefings are free or low-cost and a great way to discover what’s possible.

How long does it take?

Briefings and pulse-checks move quickly. Substantive community engagement and co-design takes months. We will be straight with you about that at scoping rather than agreeing to a timeline we cannot meet properly.

What do we actually receive?

Agreed upfront and specific to the engagement. Generally you will learn what communities told us, what it means for the decision in front of you, and where the gaps sit between what is claimed and what is demonstrated – written to be read by your board and by the communities involved.

Can we commission work and keep the findings private?

We will discuss confidentiality with you and there is often good reason for commercial sensitivity. What we will not do is agree in advance to suppress findings that communities have a legitimate interest in knowing.

We build these technologies. Is this for us?

Yes it is. We don’t help build a commercial case, and an engagement with us is not an endorsement. What we offer is a genuine answer about whether communities consider your technology worthy of trust, and what it would take if they don’t. Developers who want that insight find it extremely valuable.

Are you going to tell us not to use AI?

Only if that is what communities tell us. We may be more likely to find that a technology is acceptable under conditions related to transparency, human oversight, recourse, or who is told what and when. Those conditions are usually deliverable, and much cheaper to build in than to solve for later.

How were these services chosen?

By our Activation Group – the community members, researchers, clinicians, policy thinkers and AI developers co-creating the Trust Lab. They were asked what was most needed and these are what they prioritised. Other partnership requirements and support can be scoped on request.

Can we just come and listen first?

Yes of course, and we encourage it. You can book a Getting Started Briefing and our public events are open to everyone.

Start with a conversation

We believe in the power of collective effort. Committed to collaboration, everything we do comes back to building trusted relationships. Through partnerships, alliances and networks, we share knowledge and resources and find solutions together.

Bring the decisions you’re facing or the question you’re grappling with. If we’re the right people, we’ll explore what working together would look like. If we’re not, we’ll tell you that too.