Introduction
Get started with Shard AI - LVM Observability Platform
Welcome to Shard AI
Shard AI is an open-source observability platform designed for Large Vision Models (LVMs). Our platform helps developers monitor, analyze, and understand the behavior and performance of vision models in production, with a special focus on text-to-video models like OpenAI’s Sora.
Key Capabilities
Video Understanding
Our interpretation API provides detailed insights about video content, helping you:
- Analyze video content automatically
- Track frame consistency and temporal coherence
- Monitor visual fidelity with industry-standard metrics
Prompt Analysis
Optimize your LVM workflows with comprehensive prompt analysis:
- Track prompt effectiveness
- Analyze tokenization accuracy
- Identify patterns for better video generation
- Measure prompt adherence for quality assurance
Performance Monitoring
Get complete visibility into your model’s performance:
- Track generation latency and resource utilization
- Monitor API efficiency
- Receive real-time alerts for quality drops
- Access comprehensive metrics and logging
Getting Started
Built for Scale
Whether you’re working with Sora, Pika, or other LVMs, Shard provides the tools you need to:
- Optimize operational costs
- Ensure consistent quality
- Debug issues faster
- Maintain production reliability
Support
Our team is available 24/7 to help you integrate and optimize your LVM workflows. Join our Discord community or contact the founders at founders@shard.video for assistance.