The Complete AI Telemetry Platform
A comprehensive solution for monitoring, analyzing, and optimizing your data science projects. Built by ML engineers, for ML engineers.
Platform Core Features
Everything you need to monitor, debug, and optimize machine learning models in production, all in one unified platform.
Experiment Tracking
Automatically log parameters, metrics, and artifacts from your ML experiments. Compare runs side-by-side with powerful visualization tools and never lose track of what works.
Model Monitoring
Real-time performance monitoring for production models. Detect data drift, concept drift, and model degradation before they impact your business metrics.
Interactive Dashboards
Build custom dashboards with drag-and-drop widgets. Share insights with stakeholders through intuitive visualizations that update in real-time.
Smart Alerting
Configure intelligent alerts based on custom thresholds. Get notified through Slack, email, or webhooks when anomalies are detected in your models.
Model Registry
Centralized repository for all your models with version control, metadata tracking, and seamless deployment pipelines across environments.
AutoML Integration
Seamlessly integrate with popular AutoML frameworks. Track hyperparameter optimization runs and automatically register best-performing models.
Enterprise Security
SOC 2 Type II compliant with end-to-end encryption, role-based access control, and audit logging. Your data never leaves your infrastructure.
Data Lineage
Track the complete lifecycle of your data from ingestion to model predictions. Understand dependencies and troubleshoot issues faster.
High Performance
Built for scale with distributed architecture. Process billions of data points with sub-millisecond latency and zero impact on training performance.
Live Telemetry Dashboard
Monitor your ML infrastructure in real-time with our intuitive dashboard interface
Model Performance Trend (7 Days)
Seamless Integrations
Connect aitelemetry with your existing ML stack in minutes. Native support for the most popular frameworks and tools.
How aitelemetry Monitors Your Projects
Comprehensive ML Lifecycle Monitoring
From the first line of code to production deployment, aitelemetry tracks every aspect of your data science projects. Our platform provides end-to-end visibility into model development, training, deployment, and performance in real-world scenarios.
With automated instrumentation and minimal code changes, you can start monitoring in under 5 minutes. Our intelligent agents capture metrics, logs, and traces without impacting your model's performance.
- Automatic experiment tracking with parameter and metric logging
- Real-time model performance monitoring in production
- Data quality checks and drift detection
- Resource utilization tracking (CPU, GPU, memory)
- Training progress visualization with live updates
- A/B testing and champion-challenger comparison
- Explainability and feature importance tracking
- Custom metric definitions and business KPI monitoring
Monitoring Pipeline
Platform Architecture
Built on modern cloud-native principles for reliability, scalability, and performance
Choose Your Plan
Flexible pricing that grows with your ML operations
Developer
- Up to 10 tracked models
- 100K events per month
- 30-day data retention
- Community support
- Basic dashboards
- API access
Team
- Up to 100 tracked models
- 5M events per month
- 90-day data retention
- Priority support
- Advanced analytics
- Custom alerts
- Team collaboration
- SSO integration
Enterprise
- Unlimited models
- Unlimited events
- Custom retention
- Dedicated support
- On-premise deployment
- Custom integrations
- SLA guarantees
- Professional services