All articles/Tag
Health IT
An LLM-triaged SIEM: reviewing thousands of security events a day with a small team
How PicNet runs an LLM triage pass over FortiGate, Entra ID, CloudTrail and SentinelOne logs: the architecture, the costs, prompt-injection risk and human sign-off.
Governing AI in Australian health: privacy, PHI and safe adoption
How Australian health organisations can govern AI use of patient data: Privacy Act obligations, residency and model choice, human sign-off, and vendor questions.
A policy and procedure chat assistant for health organisations
How to build a grounded RAG assistant over internal health policies: citations, refusals, why RAG beats fine-tuning, and the evaluation you run before rollout.
AI-assisted medical coding: suggestions your coders can defend
How to build an AI assistant that suggests ICD-10-AM and AR-DRG codes for coder review in Australian hospitals: architecture, audit trails, costs and honest limits.
#clinical-coding#icd-10-am#activity-based-funding#human-in-the-loop#health-it
Predicting appointment no-shows: what actually works in an Australian clinic
Building a no-show prediction model for an Australian clinic: local base rates, features, class imbalance, honest accuracy figures and intervention design.
#machine-learning#xgboost#patient-scheduling#predictive-analytics#health-it
Building a daily AI digest of global health news
How we built a scheduled AI task that reads global health news overnight and emails a grounded summary each morning, for a few cents a day.