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FOLIO // 12 · ENGINEERING DISPATCH & RESEARCH

Engineering notes, playbooks, and privacy architecture.

Practical guides on LLM sanitisation, Australian Privacy Act compliance, in-browser WASM execution, and enterprise data isolation workflows.

6 ARTICLES PUBLISHED

APRA CPS 234 Compliance: Deploying Generative AI in Australian Financial Services Without Security Breaches

How APRA-regulated ADIs, general insurers, and superannuation funds can safely operationalise LLMs under Prudential Standard CPS 234 and incoming CPS 230 operational risk mandates.

The 2024 Australian Privacy Act Overhaul: Managing $50M OAIC Penalties and APP 11 Under Generative AI

A comprehensive legal and technical guide to the Privacy and Other Legislation Amendment Act 2024, statutory torts, and technical controls required to protect enterprise workflows.

Privacy Act-Compliant Redaction for ChatGPT: An Australian Healthcare Guide

Learn how Australian healthcare organisations can safely use AI assistants like ChatGPT while meeting Privacy Act 1988 obligations through proper health information redaction.

Sanitising Application Logs Before Sending to OpenAI

Best practices for removing sensitive data from logs, stack traces, and error reports before sharing with AI debugging assistants.

The ROI of Automated PII Redaction in Healthcare

Healthcare organisations save 15+ hours per week and reduce compliance risks by 90% with automated redaction. Here are the numbers.

Building Custom Detection Patterns with YAML

Learn how to define industry-specific or proprietary PII patterns using Redactorr's YAML-based pattern builder.