Delivery · AI Governance & Security
Governance that lets you move faster, not slower.
Good governance is what allows an organisation to say yes to AI with confidence. We help you set proportionate controls over data, models, access and outputs, informed by Australian privacy obligations and the emerging responsible AI expectations of regulators and customers, and we build the technical controls to back them up.
What you get
- 01
An AI governance framework and decision rights that fit your organisation
- 02
Technical controls for access, data handling, prompt and output safety
- 03
Observability so you know what the system is doing and can prove it
How we do it
The same discipline every time: understand the business, quantify, test, then commit.
Deliverables
- AI governance framework and risk tiering
- Privacy impact considerations for AI systems
- Security controls implementation
- Monitoring and review operating rhythm
Policy and decision rights
Who can approve an AI use case, what evidence is required, how risk is tiered, and how incidents are handled. Written to be used, not filed.
Privacy and data handling
Assessment of personal information flows against the Australian Privacy Principles, data minimisation, retention and cross-border considerations for model providers.
Technical safeguards
Identity-aware retrieval, content filtering, prompt injection defences, output validation, human-in-the-loop controls and audit logging.
Evaluation and observability
Ongoing measurement of quality, bias, cost and drift, with alerting and review cadences that keep the system trustworthy after launch.
Questions we are often asked
Is this legal advice?
No. We provide practical governance and technical controls informed by regulatory expectations. Legal interpretation should come from your legal advisers, and we are happy to work alongside them.
Related
- delivery
AI Architecture & Platforms
Secure, scalable AI foundations across AWS, Azure, Google Cloud and your existing estate.
Learn how it works - delivery
AI Development & Integration
Production-grade AI applications, agents, copilots and intelligent workflows integrated with your systems.
Learn how it works - delivery
Data Readiness
Assess and improve the data foundation your AI opportunities depend on.
Learn how it works
Use cases this service supports
Discuss AI governance.
A short conversation is enough to tell whether this is the right starting point for you.