Smartest AI Studio with Self Learning Capability
Build prompts, guardrails, train models, deploy and manage AI models with AI Studio.
AI Studio : Next generation AI Infra management platform
AI Studio
- AI Model Chat AI Studio chats with context sharing and session management
- AI Model Training AI Studio trains AI models with large datasets for high accuracy and performance.
- AI Model Deployment AI Studio deploys AI models to production servers for real-time applications.
- Suggestions AI Studio suggests AI model improvements for better performance, accuracy and improve cost efficiency.
Prompt Engine
- Build AI Prompt AI Studio builds AI prompts for AI models to generate responses.
- Prompts Library AI Studio provides a library of AI prompts for different use cases and industries.
- Prompt Tools AI Studio lets you build tool calls for AI prompts to generate responses.
MCP Server
- Remote MCP Server AI Studio connects to remote MCP servers for AI model training and deployment.
- Local MCP Server AI Studio connects to local MCP servers for AI model training and deployment.
- MCP Server Logs AI Studio logs MCP server activities for debugging and troubleshooting.
- Access MCP servers Access MCP servers with authentication and authorization for AI model training and deployment.
AI Model Registry
- Managed AI Models Onboard managed AI models to AI Studio for training, deployment and consumption.
- Model Deployment Deploy AI models into your infrastructure with best available inference engines.
- Curate AI Models Curate AI models from service providers and open-source libraries for training and deployment.
Low latency, high Throughput
- Ultra-low Latency AI Gateway ensures fastest response times for real-time applications.
- High Throughput AI scales to handle massive volumes of AI Model requests and data.
- High Availability AI ensures 24/7 availability for critical applications.
Routing & Load balancing
- Route Optimization Build AI gateway to optimize routes for AI model requests based on availability and latency.
- Load Balancing AI Gateway distributes AI model requests across multiple servers for optimal performance.
- Failover AI Gateway automatically routes requests to backup alternate models in case of failure.
Observability & Monitoring
- AI Model Monitoring AI Studio monitors AI model performance, latency, cost and usage for optimization.
- AI Model Alerts AI Studio sends alerts for AI model failures, data drift, and performance issues.
- AI Model Logs AI Studio logs AI model activities for debugging and troubleshooting.
Caching
- Exact Match AI Gateway caches AI model responses for exact match requests to reduce latency.
- Pattern Match AI Gateway caches AI model responses for pattern match requests to improve performance.
- Cache Invalidation AI Gateway invalidates cache for updated AI models to ensure data consistency.
Guardrails & Abuse control
- Real-time Fraud Detection AI models analyze transaction patterns to detect anomalies and prevent fraud.
- Guardrails AI Gateway enforces guardrails to prevent unethical access to AI models and data.
- Block List AI Gateway blocks repeated requests from malicious sources or failed requests sentiments.
Rate Limiting & Customizable Effciency
- Rate Limiting AI Gateway limits the number of requests per second to prevent abuse.
- Customizable Efficiency AI Gateway allows customization of AI model requests based on business needs.
- Cost Optimization AI Gateway optimizes costs by reducing unnecessary AI model requests and data transfers.
