About Vigilantia Labs
Independent by design. Technical by practice.
We exist to make AI systems measurable, testable and accountable - so trust is earned through evidence.
Why we exist
AI has changed what organizations need to test.
Traditional software testing and cybersecurity remain essential, but they do not fully address systems that generate probabilistic outputs, interpret untrusted content, use external tools or act with increasing autonomy.
Vigilantia Labs brings together adversarial testing, AI evaluation, software quality engineering and security research. We assess the full system - models, prompts, data, APIs, retrieval, permissions, workflows and actions - under normal, unexpected and hostile conditions.
Our role is distinct from the teams that build or sell the system. We produce independent technical evidence that helps organizations decide whether to deploy, what to control and how to keep evaluating as the system changes.
Mission
To make AI systems measurable, testable and accountable so that trust is based on evidence.
Vision
A world where no consequential AI system is deployed or operated without rigorous independent evaluation.
Our trajectory
From expert assessments to an assurance platform.
Services
Assessments, red teams and applied research.
Methodology
Reusable protocols and the Vigilantia Assurance Framework.
Platform
Automated evaluations, attack simulation and evidence collection.
Authority
Benchmarks, publications, partnerships and credible attestations.
Begin with evidence