# KJR: Software Testing and AI Company

> Software QA Engineering Consultancy \- DevOps \- Trusted AI Governance \& Technologies \- Risk Assessment \| Established in 1997 \- Australia Based

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## Pages
- [DevSecOps](https://kjr.com.au/devsecops/)
- [Defence](https://kjr.com.au/industries/defence/)
- [Trusted AI Adoption](https://kjr.com.au/trusted-ai-adoption/)
- [Government](https://kjr.com.au/industries/government/)
- [Software Quality Assurance](https://kjr.com.au/software-quality-assurance/)

## Posts
- [How DevOps Improves Collaboration Between Development and Operations](https://kjr.com.au/news/how-devops-improves-collaboration-between-development-and-operations/): DevOps Services transform how development, testing, and operations teams work together by replacing siloed processes with shared ownership, continuous testing, and transparent delivery pipelines\. For Australian government agencies and large enterprises, DevOps improves collaboration, strengthens quality, and enables faster, more reliable releases across complex environments\.
- [KJR Proud to Support the Australian Defence Force Drone Racing Team at MIDRT Australia 2026](https://kjr.com.au/news/kjr-supports-adf-drone-racing-team-midrt-2026/): KJR is proud to support the Australian Defence Force Drone Racing Team at MIDRT Australia 2026, celebrating world‑leading drone racing capability and advancing defence innovation through trusted digital and AI technologies\.
- [Why AI Testing Is Essential for AI Safety in Complex Systems?](https://kjr.com.au/news/why-ai-testing-is-essential-for-ai-safety-in-complex-systems/): AI systems behave differently from traditional software, which makes testing essential for safety in complex environments\. This article explores why AI testing provides the evidence leaders need to make confident risk decisions, and how emerging standards emphasise data quality, model behaviour, and ongoing assurance\.
- [Women \& diversity in tech: Cracking the code of representation](https://kjr.com.au/news/women-diversity-in-tech/): The technology industry has grown exponentially in recent years, with new innovations and breakthroughs being introduced at an unprecedented rate\. However, one major problem that has plagued the industry is its lack of diversity, particularly when it comes to women\. Women make up just a small percentage of the tech workforce, and this has serious implications not only for the industry itself but for society\. 
- [AI Model Drift Explained: How Assurance Helps Maintain Accuracy Over Time?](https://kjr.com.au/news/ai-model-drift-explained/): AI model drift is becoming a critical risk as Australian organisations move AI systems into production\. When real‑world data changes, model accuracy, fairness, and compliance can quickly erode\. This article explains how AI Assurance provides the continuous monitoring, governance, and validation needed to keep AI models reliable and trustworthy over time\.

## Future Events
- [OpenText Summit Sydney 2024](https://kjr.com.au/future-events/opentext-summit-sydney-2024/): Join KJR General Managers Andrew Hammond \(NSW \& ACT\), and Graham Cummins \(QLD\) to learn how OpenText solutions are allowing work to be reimagined with the application of AI\.
- [QLD AI Summit 2024](https://kjr.com.au/future-events/qld-ai-summit-2024/): This is Queensland’s biggest artificial intelligence summit\. KJR is a foundation member of the QLD AI Hub\.  KJR founder Dr\. Kelvin Ross will be presenting at the summit alongside speakers from some of the biggest brands in the world\. Sold out in 2023, get your tickets \!
- [Indigenous Australian Datathon 2025](https://kjr.com.au/future-events/indigenous-australian-datathon-2025/): Spearheaded by KJR and in collaboration with tech pioneers, communities and universities, IAD addresses real\-world challenges faced by Indigenous communities\. Traditional Owners lead teams utilising big data and AI to develop practical solutions
that can be transferred back into their respective communities\. Join us \!
- [AIIA Sundowner Event](https://kjr.com.au/future-events/aiia-sundowner-event/): KJR is sponsoring this event\. Visit our Melbourne office to hear from John Batho, Deputy Secretary, Digital Transformation at the Department of Government Services \(DGS\)\. John will provide an update on the Victorian Digital Strategy\. Please join us \!
- [CEDA 2025 AI Leadership Summit](https://kjr.com.au/future-events/innovation/): KJR Founder and Chairperson Dr\. Kelvin Ross will be presenting on the Discovery Stage\. The presentation will highlight KJR's work with traditional owners in the Torres Strait using drones \+ AI computer vision models to identify ghost nets and marine debris\. Please join us \!

## Case Studies
- [Major Healthcare Provider](https://kjr.com.au/case_studies/major-healthcare-provider/): KJR was engaged to provide testing expertise in the implementation of a new pathology system, transitioning to CIRDAN's Ultra product for future\-proofing and competitiveness\. The project achieved NATA and PGA accreditation with the new system providing improved services to clients\. 
- [Enabling Faster Decision\-Making for Government Grants](https://kjr.com.au/case_studies/enabling-self-service-reporting-and-faster-decision-making/): KJR enabled 3x faster, minister\-ready reporting by delivering independent data assurance and self\-service Power BI dashboards during a critical grants system migration\. Read more\!
- [Austroads](https://kjr.com.au/case_studies/austroads/): KJR’s automated assurance framework enabled Austroads to validate complex, high\-volume data pipelines with speed and accuracy\. This empowered better decision\-making, regulatory readiness, and scalable insights for future national road charging initiatives\.
- [Government organisation processing electoral services](https://kjr.com.au/case_studies/government-organisation-processing-electoral-services/): A large government organisation that processes electoral services, event and phases identified many optimisations and benefits that could be achieved through the automation of various Electoral Management System workflows\.
- [Government body responsible for running state elections](https://kjr.com.au/case_studies/large-government-body-responsible-for-running-state-elections/): This large state government statutory authority that runs state, local council and statutory elections, faced a challenge with slow performance when processing returned envelope barcodes\. This issue resulting in delays to determining election outcomes\. KJR were engaged to deliver performance testing on their Election Management System\.

## histories
- [Nation\-wide AI Workshops](https://kjr.com.au/history-timeline/nation-wide-ai-workshops/): KJR and the Queensland AI Hub are delivering AI workshops across Australia to empower executives, business leaders, and tech professionals with the knowledge and tools needed to deploy and manage AI systems effectively and ethically\.
- [We’re launching our very own AI podcast series](https://kjr.com.au/history-timeline/were-launching-our-very-own-ai-podcast-series/): 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\.
- [KJR in Top 20 AI Companies in Australia](https://kjr.com.au/history-timeline/kjr-in-top-20-ai-companies-in-australia/): Australia is witnessing a thriving AI landscape, with KJR at the forefront of innovation\. KJR was recognised amongst the top 20 Australian tech companies riding the AI wave\.
- [KJR wins Diversity Award](https://kjr.com.au/history-timeline/kjr-wins-diversity-award/): KJR has won the AIIA Diversity Award at the 2023 National iAwards\.
The win recognises the long\-term vision of KJR founder and Chairman Dr\. Kelvin Ross to nurture a culture of respect, collaboration, innovation and empathy and reflects our company’s ongoing efforts to lead by example in this direction\.
- [KJR turns 25\!](https://kjr.com.au/history-timeline/kjr-turns-25/): We celebrate 25 years in the industry as Australia’s trusted advisors in software quality assurance\. Having started from humble beginnings on the Gold Coast to expanding nationally we enjoy the success with our Collective members past and present\.

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