Over 10 years we help companies reach their financial and branding goals. Engitech is a values-driven technology agency dedicated.



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AI & Data Quality Assurance

AI & Data Quality Assurance

about service

AI & Data Quality Assurance

Founded on over 27 years’ experience in quality assurance and verification, KJR has always understood the importance of managing IT risk and especially do so now with the steady maturation of various emerging technologies.

We recognise the potential of Artificial Intelligence and Machine Learning and see the specific challenges these technologies pose to traditional forms of quality assurance. We have harnessed our expertise to develop practical approaches to assuring compliant and successful deployments of AI solutions.

white paper

AI Governance

KJR has extensive expertise in guiding organisations toward responsible governance of AI-enabled systems. Our white paper outlines practical and actionable strategies to ensure ethical, transparent, and accountable AI implementation. We highlight our Validation Driven Machine Learning (VDML) methodology, which helps businesses navigate the complexities of AI governance, driving innovation while maintaining public trust and compliance.

Deploy your AI with Confidence !

New technologies are changing the way we work and live. The speed of development for most of these are rapid, their practical applications not yet fully realised. We leverage our 27-years of expertise in risk management and quality assurance to direct innovative solutions for data applications into artificial intelligence and machine learning technologies securely and safely.

Harness your data to make informed decisions, automate processes, and forecast future trends, all while controlling risks and costs.


Common to both artificial intelligence and machine learning is the analysis of vast amounts of data and their ability to build a bigger, richer picture – where data really has value. How this data is managed from an assurance and governance perspective is where KJR comes to the fore. When you are talking data management talk to KJR.

KJR Industry Partner SmartAIConnect is developing a Responsible Al Framework for the interoperability of AI data, governance, ethics and quality assurance of video camera edge AI model management at scale. This framework revolutionises the deployment of Al models at the edge, simplifying the entire process, from deployment to monitoring and distribution of predictions, while ensuring security, audit trails, and governance measures.

KJR’s key partnership with SmartAIConnect provides a fusion of systems for AI model applications.

SmartAIConnect’s AI Framework provide a validated process for managing risks associated with deploying machine learning models on the edge at scale, including support for risk assessment tracking, bias checking, managed deployments, production monitoring and audit trail support.

Data Quality Assurance

  • Data migration/assurance
  • Data quality & AI Readiness
  • Data Governance
  • DataOps
  • Data analytics
  • Data deidentification
  • Data labelling/annotation
  • Data quality/validation
  • Data ETL

Artificial Intelligence / Machine Learning 

  • AI Solution Integration & Assurance
  • AI Governance
  • Validation driven machine learning
  • Data augmentation/data generation
  • Secure data labelling
  • Explainability, bias, ethics & compliance
  • Machine learning delivery pipeline
  • MLOps
  • LLM Testing
  • Model Building / Tuning

- Case Studies

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