AI Agent Evaluation Techniques: Step 1 in AI Excellence
Evaluating AI agents is the critical first step in achieving AI excellence. This blog explores modern frameworks and benchmarks that assess agents’ core capabilities, domain-specific performance, generalist reasoning, and evaluation methodologies, ensuring AI systems are reliable, adaptable, and ready to deliver real business value.
How PII redaction in the cloud prevents data breaches
As data breaches surge across Australia, protecting Personally Identifiable Information (PII) has never been more urgent. In this practical guide, I share why PII redaction in the cloud is essential for both compliance and resilience and how AWS-native tools can help you detect, redact, and govern sensitive data at scale. Whether you’re just starting out or refining an existing approach, this article offers real-world strategies to reduce breach impact and build customer trust.
Restoring APG Group’s business confidence with accurate insights from its transport management system
At a glance Cevo partnered with APG Group to restore confidence in Mesh & Bar’s Transport Management System by delivering…
AI in DevSecOps – Part 1: Fundamentals of AI
Explore how AI and Generative AI are transforming DevSecOps practices and workflows.
AI isn’t always the answer: When Generative AI is not it
Explore when Generative AI isn’t the best tool and why traditional machine learning models often provide better solutions in specific scenarios.
AI-powered document classification at PICA Group
At a glance PICA Group sought to improve the efficiency and accuracy of its document processing workflows by exploring AI-driven…
Optimising Snowflake security with a risk mitigation strategy for a global agricultural company
At a glance Cevo partnered with a global agribusiness to address security risks within their Snowflake data platform following an…
Streamlining HR data management: Transforming a major financial organisation’s HR platform
At a glance A prominent Australian financial services group faced issues in managing its HR and recruitment data, leading to…
MLOps Made Easy with Amazon SageMaker Pipelines
Discover how Amazon SageMaker Pipelines can streamline MLOps for improved malaria diagnosis and overall healthcare efficiency.
Navigating the Ethical Landscape of AI: Challenges and Responsibilities
Discover the ethical challenges and responsibilities of AI as it increasingly influences our daily lives and industries.