Giskard Hub

What it does

Giskard is an AI red teaming platform that continuously tests large language model (LLM) applications, retrieval-augmented generation (RAG) systems, and conversational agents for security and quality failures before they reach production. It uses a black-box approach that needs only API access, running a library of more than 50 adversarial probes to surface vulnerabilities a development team would otherwise miss. It is offered as an open-source library and an enterprise Hub.

How it works

The platform generates adversarial tests from security taxonomies, external threat resources, and a customer's own knowledge base, probing for prompt injection, data disclosure, hallucinations, and harmful content. Tests run from a user interface or a Python software development kit (SDK) and integrate into CI/CD pipelines, comparing model versions to catch regressions and enriching test datasets as new vulnerabilities are found. Results map to frameworks including the OWASP LLM Top 10 and the EU AI Act for audit-ready reporting.

Credentials and traction

Giskard Hub is SOC 2 Type II certified, with GDPR and HIPAA compliance for handling data in regulated environments. It is used by enterprise AI teams at Michelin, BNP Paribas, and Decathlon, and is aimed at organizations in banking, insurance, and other regulated sectors deploying generative AI applications.