ML monitoring with explanations built in
AI-powered ML analytics: upload model metrics, get real-time insights, model performance monitoring, and executive-ready ML reporting — without building custom tooling.
Everything You Need for ML Monitoring
Powerful features for model performance monitoring and ML explainability — understand and optimize your machine learning models
AI-Powered Analysis
Dual-LLM reasoning (Gemini + OpenAI) for stability and comprehensive insights
- Automated anomaly detection and metric drift explanation
- Actionable performance recommendations
- Dual-LLM reasoning for reliability
Real-Time Monitoring
Live visualization of ML metrics with intelligent alerting system
- Live visualization of ML metrics
- Performance degradation alerts
- Historical trends and comparisons
Smart Reporting
One-click PDF reports with AI-generated executive summaries
- One-click PDF reports
- AI-generated executive summaries
- Publication-ready charts
Security & Access
Enterprise-grade authentication and GDPR-ready architecture
- Google OAuth and email authentication
- Secure data handling
- GDPR-ready architecture
Easy Setup
Get started in minutes with simple JSON upload and instant dashboard generation
- No coding required
- JSON upload
- Instant setup
Modern Tech Stack
Built with Next.js 15, TypeScript, and Google Genkit for reliable performance
- Next.js 15
- TypeScript
- Google Genkit
- Open AI
See the platform in action
Real screenshots, interactive demo, and everything you can try right now
Dashboard Overview
Dashboard Overview
Complete view of your ML model performance with real-time metrics and AI insights. Monitor all your models in one place with intuitive visualizations and automated analysis.
Analytics View
Deep Analytics
Advanced analytics with trend analysis, anomaly detection, and performance comparisons. Get AI-powered insights into your model behavior and identify issues before they impact production.
Smart Alerts & AI Recommendations
AI-Powered Insights
AI-powered insights into model performance: deviation alerts, natural-language explanations, and actionable recommendations to improve recall and metrics. Let our dual-LLM system explain what's happening with your models.
Interactive dashboard demo
Watch how our platform transforms raw ML metrics into actionable insights with real-time monitoring, AI analysis, and automated reporting.
Upload Your Data
Simply upload your JSON metrics file
Get AI Insights
Dual-LLM analysis explains performance trends
Export Reports
One-click PDF generation for stakeholders
What you can test right now
Experience the full capabilities of mlscope immediately
Live interactive demo
Upload your data and see real-time insights
Sample dataset included
Start immediately with pre-loaded ML metrics
AI-generated insights in real time
Watch dual-LLM analysis explain your metrics
Downloadable PDF report example
See executive-ready reports instantly
Ready to test?
No setup required. Start exploring mlscope now.
How It Works
Get insights from your ML models in four simple steps
Upload Data
Upload your ML model metrics as JSON file
AI Analysis
Our AI analyzes your data and generates insights
View Dashboard
Interactive dashboard with real-time metrics
Export Reports
Generate professional PDF reports instantly
Built for ML Teams at Every Scale
See how different roles leverage our platform to accelerate their ML workflows
For Data Scientists
- Compare experiments and track performance changes
- Explain results to non-technical stakeholders
- Detect early signs of model degradation
For ML Engineers
- Monitor production metrics in real time
- Get alerted before performance drops impact users
- Reduce custom monitoring code
For Teams & Startups
- Standardize ML reporting across teams
- Share insights across teams
- Scale monitoring without extra infrastructure
Early Access Pricing
Lock in special pricing during our early access period
Free
Up to 3 models, basic metrics
- Up to 3 models
- Basic metrics
- Community support
Pro
Unlimited models, AI analysis, reports
- Unlimited models
- AI-powered insights
- PDF reports
- Priority support
Enterprise
Custom setup & support
- Everything in Pro
- Custom integrations
- Dedicated support
- SLA guarantee
Why it's different
mlscope doesn't just show metrics — it explains what they mean
| Templates | Grafana | Evidently / WhyLabs | mlscope | |
|---|---|---|---|---|
| Interprets metrics | Static dashboards | Manual setup | Tooling-first | Interprets, not just displays |
| Explanations | No explanations | No ML reasoning | Setup-heavy | Explains why performance changes |
| Reporting | No reporting layer | Reporting is afterthought | Engineer-centric | Stakeholder-ready reports built in |
| Setup | Manual updates | Infra required | Hard for business users | Works out of the box |
Why not just use templates or monitoring tools?
Most ML tools focus on collecting and visualizing metrics.
mlscope focuses on explaining them — using AI reasoning, automated summaries, and reports designed for humans, not just engineers.
Frequently asked questions
Quick answers about our ML monitoring and explainability dashboard