KJR Joins the National AI Centre’s AI Directory
We’re pleased to be listed on the National AI Centre’s AI Directory, a platform showcasing Australia’s AI capabilities across industries and technologies. The directory is designed to showcase Australia’s AI capabilities, foster industry connections, and support the development of a strong and collaborative AI community.
The AI Directory
The AI Directory is an easy-to-use list of AI service providers and their abilities within Australia. It helps small and medium-sized businesses, government, and various industries to find and connect with Australian AI providers for their AI needs. This helps support the responsible use and growth of AI in Australia.
Bringing technical expertise and robust governance to every AI initiative
KJR is a national software quality engineering consultancy helping organisations adopt AI with confidence, integrity and real-world impact. Founded in 1997, we have deep experience in assuring complex systems and emerging technologies.
Our trusted AI approach is built on Validation Driven Machine Learning (VDML), our proprietary methodology that addresses key challenges such as data quality, model bias, performance and integration.
VDML follows five stages:
- define task
- assess risk
- resolve limitations
- validate integration
- monitor production.
By embedding these practices early in the AI lifecycle, KJR ensures solutions are transparent, ethical and aligned with business risk appetite and regulatory expectations.
Practical Conversations about Trusted AI Adoption
The KJR VDML podcast series aims to provide insights and practical guidance for developing robust and reliable Machine Learning (ML) models to deliver AI solutions. The podcasts explore real-world examples and the challenges associated with bias, error rates, and performance measurement in ML models.
Trusted AI Adoption
We work closely with executives, technical teams and data scientists to ensure AI solutions are high performing, trusted and compliant. Through VDML, we help clients reduce risk, embed trust and lead with confidence in an AI-driven world.
KJR enables organisations to transform AI into a strategic asset, supporting faster decision-making, stronger compliance and sustainable innovation. Reach out to us to discuss how AI may best assist you.





