Advai creates tools to test and evaluate Artificial Intelligence (AI) and Machine Learning (ML) systems. We enable customers to assure AI for deployment in business critical or regulated environments.
Our offerings include:
1. Advai Advance: AI Readiness assessments, building of AI Assurance frameworks, MLOps Lifecycles, advanced research into AI strengths, weaknesses, etc.;
2. Advai Versus: Formal Testing, Evaluation, Verification and Validation of AI systems, and integration of automated tools and test benches;
3. Advai Insight: our ground-breaking approach to monitoring and managing AI systems pre- and post-deployment. This bridges the gap between Data Scientists and senior decision makers, presenting clear visualisations of system robustness and compliance, and enabling managers to ensure AI meets risk and compliance requirements.
Our technology is rooted in understanding why AI fails; from errors introduced during data collection and training, to manipulation caused by an adversary seeking to steal, disrupt, or exploit the system.
Advai’s tools align with the MLOps Lifecyle, to allow Data Scientists to Stress Test, Evaluate and Assure AI systems during development. Our industry-leading Adversarial AI capability enables the Red Teaming of AI systems for vulnerabilities. Together, Data Scientists can begin to understand the likely strengths and weaknesses of the system pre and post deployment.
Additional Info
Who we are
Our team include leading AI Safety and Security researchers, while we work at the forefront of AI Assurance.