Gentrace: Your Comprehensive Generative AI Model Evaluation Platform

Gentrace is an AI-powered tool designed to streamline the evaluation and monitoring of generative AI models. It leverages a unique combination of human, AI, and heuristic evaluation methods to assess model quality, speed, and cost-effectiveness. This allows teams to optimize their AI models for optimal performance in production.

Key Features

• Automated Evaluation: Gentrace automates the grading process, eliminating manual spreadsheets and significantly reducing evaluation time. It uses AI and heuristics to detect regressions and hallucinations.
• Real-time Monitoring (Observe): The integrated "Observe" feature provides real-time monitoring of model speed and cost. Users can analyze individual inputs, outputs, and evaluator scores for detailed insights. Visual representations of pipeline runs offer performance trends over time.
• Easy Integration: A user-friendly Python SDK allows seamless integration into existing workflows.
• Robust Security: Gentrace prioritizes security with SOC 2 TYPE 1 controls and completed audits, complemented by granular admin and user controls for access management.
• Upcoming Features: Planned enhancements include more fine-grained controls and a self-hosted option for data storage.

Benefits

• Improved Model Quality: Continuous evaluation ensures high-quality outputs and early detection of issues.
• Increased Efficiency: Automation speeds up the evaluation process, saving valuable time and resources.
• Cost Optimization: Real-time cost monitoring allows for identification and mitigation of expensive model behaviors.
• Enhanced Security: Enterprise-grade security measures protect sensitive data.

Use Cases

• Monitoring Generative AI performance in production.
• Identifying and resolving model regressions and hallucinations.
• Optimizing model performance for speed and cost.
• Improving the overall quality of generative AI outputs.

Gentrace empowers teams to build, deploy, and manage high-performing generative AI models with confidence.