AI Trust Intelligence
Guides, research, and practitioner perspectives on evidence, assurance, and TrustScore™ reporting — for AI governance teams navigating regulatory compliance in Australian regulated industries.
Blog
How APRA CPS 230 Applies to AI in Financial Services
APRA's Prudential Standard CPS 230 — Operational Risk Management imposes explicit obligations on material service arrangements and technology risk. Here is what that means for AI systems deployed inside APRA-regulated entities.
Continuous Assurance vs Point-in-Time Audits: The Future of AI Governance
The audit model was built for a world where systems change slowly. AI does not. Here is what continuous assurance looks like in practice, and why it is becoming the regulatory expectation.
AI in University Assessment: What TEQSA Expects in 2026
TEQSA's 2026 regulatory focus includes responsible use of AI in assessment and academic integrity. Here is what higher education providers need to demonstrate — and what documentation regulators will be looking for.
Why TrustScores Will Replace AI Audits
Point-in-time AI audits are expensive, infrequent, and increasingly irrelevant. TrustScore™ is a continuous, evidence-backed confidence signal — here is why the industry will make the switch.
Why Is Your AI Governance Costing You $250K a Year — and Getting Worse?
A senior AI governance hire commands a quarter-million dollars annually. They're still human — limited by hours, bandwidth, and subjectivity. Sentrify delivers more comprehensive, continuous AI assurance for under $100K. Here's the hard math.
What Is AI Trust Infrastructure — And Why Does It Matter?
AI Trust Infrastructure is the structural layer between your AI systems and the world that depends on them. Here's what it is, why it's a distinct category from traditional governance tools, and why enterprises that build it now will move faster — not slower.
ISO 42001 Explained: What Your AI Team Actually Needs to Do
ISO 42001 is the international standard for AI management systems. Most published commentary is written by standards bodies for other standards bodies. This one is for the people who actually have to implement it.
Guides
ISO 42001 Implementation Guide
A practical walkthrough of ISO 42001 Annex A controls, mapping each requirement to evidence types and governance workflow.
APRA CPS 230 Readiness Guide
Worked examples and a readiness checklist for APRA-regulated entities embedding AI into material service arrangements.
Reports
State of AI Trust — 2026
Annual practitioner survey on AI governance maturity, assurance practices, and regulatory readiness across Australian enterprises.
Tools & Checklists
AI Governance Checklist
50 checkpoints for responsible AI deployment — covering governance documentation, evidence requirements, control mapping, and regulator-ready reporting. Built for Australian compliance contexts (ISO 42001, APRA CPS 230, TEQSA).