Role Security
Overview
Fiddler AI offers an AI observability and security platform designed to monitor, explain, analyze, and protect LLM applications and ML Models, providing visibility and actionable insights.
Key Features:
- AI Observability for end-to-end LLMOps
- Guardrails and LLM application monitoring with Fiddler Trust Models
- Model Monitoring to detect model drift and assess performance
Use Cases:
- Safeguarding citizens and national security (Government)
- Enhancing AI governance, mitigating risks, and meeting compliance standards (GRC)
- Delivering seamless customer experiences
Benefits:
- Ensure high performance and quality with LLM application and model monitoring
- Reduce costs and increase ROI with analytics
- De-risk with explainable AI, fairness, privacy, and safety
Capabilities
- Monitors LLM applications and ML models for performance and security.
- Implements guardrails to ensure safe and responsible AI deployments.
- Utilizes Fiddler Trust Service for LLM scoring.
- Performs root cause analysis to resolve model issues.
- Visualizes model performance with customizable dashboards and reports.
- Monitors and analyzes hallucinations, safety, and PII in LLMs.
- Complies with AI regulations using customizable dashboards and reports.
- Provides actionable diagnostics for quick issue resolution and model improvement.
- Offers secure LLM and ML deployments in SaaS and VPC environments, including AWS GovCloud.
- Delivers contextual model analytics to align outcomes with business KPIs.
- De-risks AI deployments with explainable AI and fairness measures.