The Future of Australian Regulated Systems.
Accelerate your operations without cutting corners. We build AI systems for complex regulatory environments with controlled review and accountable outcomes.
Reduce review time and risk exposure while preserving human oversight across technical and compliance decisions.
Assurance built for regulated engineering workflows
Murrai is designed for high-consequence review with evidence-linked outputs, traceable reasoning, and human oversight. Our AI systems are developed with reference to the Australian Voluntary AI Safety Standard.
Traceable Outputs
Every recommendation is linked to clear rationale and source context.
Standards-Aligned
Built around NCC and Australian Standards workflows from day one.
Human Oversight
Teams stay in control with review checkpoints before critical decisions.
Secure by Design
Enterprise-ready controls for reliability, privacy, and governance.
Our Products
Purpose-built AI solutions for complex regulatory environments.
Safety Stan
Your AI Compliance Partner
Australia's top professionals trust Safety Stan to navigate NCC codes and Standards, accelerating projects from design to build. Get instant answers to complex compliance questions.
Murrai
AI Document Intelligence
Built for regulated teams that need faster, more reliable document analysis across complex project requirements.
Product Assurance
Designed for controlled AI-assisted compliance review
Murrai supports regulated engineering workflows by combining deterministic regulatory logic with AI assistance, so reviewers can validate outputs against evidence and documented reasoning.
The platform is built in alignment with the Australian Voluntary AI Safety Standard and emphasises traceability, contestability, and clear escalation paths for higher-risk findings before reliance.
Why Hephaistos?
Built for the complexity of Australian regulations.
Regulatory Expertise
Deep understanding of NCC, Australian Standards, and state-specific requirements built into every solution.
Decouple Liability
Reduce compliance risks with AI-supported verification and audit-ready review checkpoints.
Accelerate Projects
Cut review time without compromising on governance or accountability.