Abe Ai

Overview

Abe AI (formerly Matron) is a clinical governance and AI-readiness platform built for Australian healthcare — from sole traders to enterprise, across primary care, acute, specialist, aged care, NDIS, mental health and pharmacy. How it works. A clinician types their problem into a single console. Behind the scenes, an invisible classifier routes it to the right specialist AI agent — a team of agents covering assessment, governance, accreditation, privacy, risk and monitoring. Every answer is grounded in a purpose-built Australian Healthcare Evidence Library: the actual standards, legislation and regulator guidance, chunked and searchable, so each output cites its source rather than guessing. It acts, not advises. Abe AI doesn't hand back a to-do list. Each problem returns a finished artefact — a governance policy, a register entry, a task with linked evidence — and the thread stays open until everything is actually resolved. Safety is engineered in, twice. Every agent output carries a confidence score: high-confidence work proceeds, medium needs one-click human confirmation, low is blocked and flagged for review. And clinical decision support sits behind a hard regulatory gate — it cannot switch on until TGA approval, validation and clinical governance sign-off are documented. Built for Australian conditions. All data lives in Sydney under Australian data sovereignty, every organisation's data is isolated, and audit records are immutable — they cannot be edited or deleted, ever. A venture of Black Health Intelligence Pty Ltd. Live at abeai.com.au.

The problem it solves

Australian health businesses know AI is coming but are scared to adopt it — the regulation is complex, the penalties are real, and most practices manage governance manually in folders and spreadsheets. Abe AI turns that fear into a system: it assesses where a practice stands, generates the governance documents and registers regulators expect, monitors them as rules change, and only enables clinical AI once the proper TGA approvals are in place. Compliance work that took weeks of consultant time becomes finished, evidence-cited documents in minutes.

Who it's for

Any Australian health business — sole-trader clinicians through to enterprise providers — across primary care, acute, specialist, aged care, NDIS, mental health and pharmacy. Built for practice owners and managers who don't have a compliance team but are accountable for one's work.

Technology & approach

• Clinical Practice
• Health SaaS
• API Service
• Actively Building
• Next.js
• Vercel
• TypeScript
• PostgreSQL
• Supabase
• Software API coming next
• Subscription