Noveum.ai Overview

Welcome to Noveum.ai—the comprehensive platform for monitoring, evaluating, and optimizing AI models in real time. Whether you’re evaluating large language models (LLMs) like GPT-4, Claude, or DeepSeek, or specialized text/video/image models, Noveum ensures you choose the best model for your needs.

Key Features

1. Open-Source AI Gateway

   • Deploy on Cloudflare Workers, Kubernetes, or Docker with a single-line change to route existing AI calls.
   • Collect real-time metrics on cost, latency, token usage, and error rates.

2. Centralized Metrics & Logging

   • Export logs and metrics to your private Elasticsearch or other supported databases.
   • Or use our hosted solution to visualize performance insights instantly.

3. Automated Dataset Creation

   • Convert real-world logs into curated datasets for performance evaluation.
   • Flag errors or successes to refine your datasets and continuously improve your model benchmarks.

4. Evaluation Jobs

   • Compare multiple providers (e.g., GPT-4, Claude 2, DeepSeek) based on accuracy, cost, latency, and more.
   • Use Optimization Priorities to decide whether cost, latency, or accuracy matters most to your application.

5. Future-Focused Roadmap

   • Planned integration for fine-tuning AI models within the Noveum platform.
   • Expand to image, video, or domain-specific AI models with zero friction.

Who Should Use Noveum.ai

• Developers looking to seamlessly switch between AI providers without code rewrites.
• Data Scientists needing continuous dataset updates and one-click evaluations.
• Enterprises requiring robust cost and performance monitoring of AI infrastructure at scale.
• Product Teams aiming to quickly adopt new, better, or cheaper models with confidence.

Explore the documentation to set up and make the most of Noveum.ai. Let’s get started!