CASE FILE // TECHNICAL DELIVERY
Modular case studies documenting sovereign architecture, hardened controls, and agentic system optimisation in Australian regulated environments.
Sovereign, hardened, and agentic delivery with measurable outcomes. Each engagement documents specialised build choices, optimisation targets, and approval ready governance controls.
High security environment requiring AI utility without data leakage risk to US based LLM providers.
Implemented an on premises, sovereign intelligence stack with local retrieval and no external data transit. Architecture was hardened for isolation and operational continuity.
0% external API calls and a 70% reduction in manual documentation look-up time.
Scaling AI adoption while staying aligned with APRA CPS 234 and current ASIC AI guidelines.
Deployed agentic compliance monitoring in pipeline, blocking non compliant releases before production and providing a live governance signal to senior stakeholders.
Automated 98% of policy check auditing workflows and delivered a real time risk posture to the Board.
Customer facing GenAI assistants were vulnerable to jailbreak attempts and internal pricing leakage.
Ran structured adversarial campaigns, validated exploit paths, and deployed hardened guardrails plus custom input sanitisation models for operational defence.
Identified and remediated 4 critical bypasses before launch.
High value staff were spending 40% of their time on lower level drafting and conflict checks.
Built an agentic delegation model with explicit human review loop gates, ensuring output quality, traceability, and policy validation before release.
3x increase in case throughput with 0% increase in administrative headcount.
Low AI literacy at executive level was creating stalled innovation and unsafe shadow AI usage.
Delivered a specialised upskilling program, quantified transition pathways from assisted AI to autonomous operations, and locked strategy to governance guardrails.
Secured Board approval for a multimillion dollar AI transformation budget with unified controls.
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