Custom RAG Architecture
Retrieval augmented generation systems designed to minimise hallucination risk through citation based retrieval.
SYSTEM STATUS // ACTIVE MONITORING
Engineering Trust in the Age of Autonomy.
A boutique consultancy dedicated to the secure and responsible adoption of Artificial Intelligence. We build, govern, and protect the systems that define your future.
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INITIALISING TRUST LAYER
Modular Intelligence. Hardened Security.
We provide the technical scaffolding for secure AI adoption within the Australian enterprise and government sectors. Our services are built to align with the ASIC 2026 Key Issues Outlook and the Australian AI Ethics Principles, ensuring your innovation is as compliant as it is transformative.
SERVICE 01
Active Build[BUILD]: Intelligence Engineering & Agentic AI
We move beyond "wrapper" applications. We architect custom, sovereign AI systems that turn proprietary data into your greatest competitive advantage.
Agentic Workflow Development
Engineering autonomous multi-agent systems for complex business process orchestration.
Model Optimisation
Quantisation and fine tuning of open source models for high performance, local execution.
Sovereign Data Pipelines
Building ingestion engines that prioritise Australian data residency and sanitisation.
SERVICE 02
Regulatory Sync[GOVERN]: Regulatory & Risk Architecture
In the wake of increased scrutiny from ASIC and APRA, governance is no longer optional. We translate complex regulatory requirements into actionable engineering guardrails.
ASIC & APRA Alignment
Drafting internal frameworks that meet 2026 regulatory expectations for automated decision making.
Algorithmic Impact Assessments
Comprehensive audits of model bias and transparency to meet the NSW AI Ethics Framework.
Continuous Compliance Monitoring
Automated triggers that flag non compliant model behaviour or drift in real time.
Supply Chain Auditing
Ensuring external AI vendors are not compromising your data sovereignty.
SERVICE 03
Red Team Live[SECURE]: Adversarial AI & Red Teaming
As threat actors pivot to AI-powered cybercrime, your defence must evolve. We apply elite penetration testing specifically to the LLM and agentic stack.
Prompt Injection Simulations
Testing model resiliency against direct and indirect injection attacks.
Data Poisoning & Leakage Audits
Identifying vulnerabilities in your fine-tuning pipelines and RAG databases.
Model Inversion Defence
Preventing unauthorised actors from extracting proprietary IP or sensitive citizen data from your models.
Agentic Red Teaming
Simulated "live fire" attacks on autonomous agents to find logic flaws and permission escalations.
SERVICE 04
Enablement Mode[EDUCATE]: Strategic Literacy & Board Advisory
Closing the gap between AI experimentation and organisational maturity. We provide the knowledge transfer to ensure your team remains the strongest link.
Board & Executive AI Briefings
Strategic sessions on the ROI and risk profile of generative AI.
Secure AI Coding Workshops
Practical upskilling for Australian dev teams on hardened development practices.
Ethical AI Integration
Implementing human review loop systems that align with local community expectations.
Incident Response Planning
Developing specialised playbooks for AI-specific security breaches or failures.
Selected Engagements
Selected Engagements
Detailed technical case studies are now on a dedicated page to keep this homepage focused on conversion and service clarity.
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Local Edge Verified
Why MAI?
Sovereign First
We specialise in air gapped and private cloud deployments, ensuring your data never leaves Australian shores.
Engineer Led
No consultancy fluff. You deal directly with the AI engineers and GRC specialists building your solutions.
Regulatory Native
Our frameworks are built specifically for the Australian legal and financial landscape, not a generic US template.
SOCIAL LINK // ACTIVE
Stay Synchronised.
Follow our latest engagements and technical deep-dives into the Australian AI landscape.