AI Ethics

We deliver a hands-on, co- design-driven approach for developing robust ethical frameworks in AI adoption, reflecting Australian standards and best practice principles. Our activities include:

Stakeholder Discovery & Codesign Workshops
: We facilitate interactive workshops, bringing together your team and stakeholder voices to identify ethical priorities, challenges, and expectations from the outset. This ensures inclusivity, drawing on diverse expertise and lived experiences, so the resulting frameworks are relevant and practical.

Bias & Fairness: Audits
We conduct thorough assessments of existing and proposed AI systems to identify risks of bias in data, algorithms, and outcomes. This includes adversarial testing and applying fairness metrics suited to your sector, helping reduce unfair discrimination and strengthen equity.

Privacy Impact Assessment
: We guide organisations through privacy-by-design assessments, mapping data flows, consent processes, and safeguarding personal information in line with OAIC guidelines and current Australian privacy reforms.

Human Oversight Design
; Our team works with you to embed practical mechanisms for human review and intervention in AI-driven decisions. This includes developing escalation pathways, explanations for affected individuals, and protocols for contesting or amending outcomes.

Ethical Governance Structure Codesign
: We help establish oversight bodies, ethics committees, or working groups tailored to your operations. These structures are codesigned to foster accountability and ongoing reflection on ethical AI use.

Transparency & Accountability Practices: 
We assist in designing and implementing transparent reporting tools and processes so stakeholders can understand and question how AI systems operate. This includes documentation, plain-language explanations, and open feedback channels.

Regular Ethical Review & Continuous Improvement: 
We set up schedules and protocols for reviewing and updating ethical frameworks as technology, regulation, and stakeholder expectations evolve. This ensures frameworks remain future-ready and effective.

Staff Training & Guidance: 
We deliver tailored guidance documents and practical training sessions to build ethical capability across all levels of your organisation, empowering teams to identify and address ethical risks in real time.

External Engagement & Benchmarking
: Our advisory includes facilitating engagement with external bodies, such as industry groups or regulatory authorities, to benchmark your ethical practices and ensure alignment with emerging Australian and global standards.