Track record
Two decades running systems regulators watch. That is what Vanexus is built on.
Agentic AI built and led to governed production at a global Tier-1 bank. Mission-critical platforms on 99.99% SLAs. European operational-resilience programs (ECB, DORA). Five years inside financial-crime risk systems. This page is where that experience comes from, and why it transfers directly to agentic AI under APRA supervision.
22+
Years running mission-critical platforms at Tier-1 global banks
99.99%
SLA on the production platforms operated, 24/7, regulator-visible
5
Years architecting financial-crime risk systems at a global Tier-1 bank
3000+
Cloud projects governed across 9 global business units at a global Tier-1 bank
Agentic AI at bank scale
Built and led agentic AI to governed production at a global Tier-1 bank
From product vision and architecture through hands-on engineering: RAG pipelines, evaluation harnesses, model governance and AI DevOps, inside one of the world's largest financial institutions. Led enterprise AI strategy and enablement across 9 global business units and a platform spanning $230M+ in annual cloud spend. Passed regulatory Audit, Risk and 2LOD reviews on AI and cloud control domains. That engineering discipline, governed, audited and evidence-producing, is what Vanexus brings to agentic AI for APRA-regulated entities.
Production operations
Mission-critical platforms at Tier-1 global banks
Over two decades of production-operations leadership on platforms where availability is contractual, incidents are reportable, and the regulator is a standing audience. 99.99% SLA is not a marketing number at that altitude. It is a budget of 52 minutes of downtime a year, engineered for and answered for. As Lead Resilience Architect, we authored the multi-region resilience strategy and ensured compliance with DORA and UK RTP obligations. The same family of operational-resilience accountability CPS 230 brings to Australian entities.
Regulatory programs
European operational-resilience delivery (ECB, DORA)
Hands-on delivery of European operational-resilience programs (ECB supervision, DORA) inside Tier-1 banks, the same family of obligations APRA now brings to Australian entities under CPS 230. We have sat on the regulated side of the table; we know what evidence a supervisor actually accepts.
Financial crime
KYC, transaction monitoring and fraud systems
Five years architecting financial-crime risk systems at a global Tier-1 bank: the alert queues, the investigation workflows, the disposition and audit requirements. Our Agentic Financial-Crime Investigation engagement is designed from inside that workflow, not from a vendor brochure.
Agentic engineering
Multi-agent systems across cloud platforms
Multi-agent systems built across AWS, GCP and Azure: orchestration, tool use, evaluation harnesses, autonomy controls. This is where the production discipline above meets the new class of systems, and it is exactly the engineering we bring to client engagements.
A note on client names: our banking work is described generically (“a global Tier-1 bank”) by deliberate policy. If your evaluation needs more detail, we're happy to walk through specifics in conversation, under the confidentiality that work deserves.
Before the supervision questions arrive
APRA has told you what it expects. Can you evidence it?
Thirty minutes with the founder: we built and led agentic AI to governed production inside a global Tier-1 bank, with 22+ years on Tier-1 banking platforms and five years inside financial-crime risk systems. We map where your AI plans stand against APRA’s expectations, and what the path to auditable production looks like. No pitch deck, no obligation.