Advai provides independent testing, compliance assurance and continuous monitoring to help organisations deploy artificial intelligence safely and effectively. Its platform supports teams throughout the AI lifecycle, from selecting suitable models and assessing production readiness to monitoring systems after launch. Advai evaluates performance, security, safety, robustness, auditability and stability, using human-augmented testing tailored to each organisation’s use case and environment.

Before deployment, the platform conducts adversarial tests to uncover failure modes, establish go-live thresholds and produce evidence to support deployment decisions. Once systems are in production, runtime monitoring and alerts help identify safety and security concerns, reliability issues, model drift, performance regressions and cost increases. Connectors, test packs and policies can be adapted to existing data, workflows and governance processes.

Advai serves organisations across regulated and public-facing sectors, including insurance, legal services, consumer protection, defence and government, financial services, and healthcare and life sciences. Its services are designed to help teams compare AI options using measurable criteria, move from pilots to production more confidently, and maintain oversight as usage scales.