Guardian Agent: Monitoring Generative and Agentic AI systems
An integrated oversight agent running real-time, continuous red teaming for safety, bias, accuracy, and drift – transforming passive monitoring into active supervision.
Science2People automates high-stakes science communication, using Generative AI to translate complex research into accurate, accessible content. The Guardian Agent performs independent red teaming – identifying “hidden middle” failures, monitoring for drift, and benchmarking against frontier models to ensure every output is trustworthy, unbiased, and compelling.
Meet Your Guardian Agent
Guard your models with 360° testing for accuracy, performance, robustness, fairness, safety, and ethics
Detect, debug, and mitigate risks before they reach your users
Monitor for drift in production systems across all safety aspects
Detect drift. Compare outcomes. Strengthen trust
- Run and compare tests against multiple LLM endpoints and configurations
- Visually drill down to debug why results differ across runs
- Configure pass/fair rules for CI/CD builds or production monitoring alerts
Monitor, Measure, Mitigate:
Master your AI risks
- Monitor continuously Comply confidently with Real-time monitoring that turns compliance into continuous assurance
- From deployment to diligence: oversight enables trust Detect drift, bias, and safety issues early to maintain regulatory and clinical integrity
- Schedule your monitoring jobs Configure live testing & red teaming rate to minimize inference cost & latency in production
Benchmark across live environments, models, and versions
The Brains: Combining Three LLM
Evaluation Engines
production environment, and model cards.
“We architected the system as modular, specialized agents — each one testable, auditable, and replaceable. That’s how we keep AI reliable at scale.”
We’ll make sure you’re successful. Pacific AI supports organisations at every stage of AI governance, from start-up acceleration projects to fully managed services with forward-deployed AI experts. Whether you need strategic guidance, hands-on implementation, or ongoing oversight, our advisory team helps you move forward with confidence.