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Guides

Changelog Status Page API Explorer API Reference CLI Reference Blog IMPACT 2025 Log In

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Getting Started

Monte Carlo at a Glance
📝 Monte Carlo 101 Certification

Integrations

Data Warehouses
Databricks
Data Lakes
Transactional Databases
Vector Databases
- Pinecone (public preview)
Object Storage: S3, GCS and ABS
BI Tools
Orchestration & Transformation
Code Repositories
Notifications & Collaboration
Catalogs
Data Collection: Details per Integration
Data Asset Validators
Updating an Integration
Custom Warehouse, Database, and Lake Integrations (Public Preview)
- Push Ingest API
  - Example: IOMETE
- Custom Connectors

MCP

MCP Server
- Reference & operations
Agent Toolkit
- MC Prevent

Product Usage

Monitors
Alerts
Dashboards
Assets
Troubleshooting & investigation
User Profile
- Weekly Data Reliability Summary Email
Chargebacks
- Consumption of Monte Carlo credits
- Consumption of warehouse resources
Performance
Data exports
Data Products
Anomaly Detection
- Tuning thresholds
  - Exclusion Windows
  - Managing Holidays
Settings

Agents

Operations agent

Developer Tools

Overview
Monitors as Code
API
CLI
- Secret management with the CLI
SDK
SQL Notebooks (public preview)
- MC Bridge (public preview)
- Validation Notebook Generation (public preview)

Architecture

Overview
Deployments
Network Connectivity
- AWS PrivateLink
  - AWS Endpoint Services
- Azure Private Link
Data Collector
- Upgrading the Collector
Additional Resources

Security & Compliance

Overview
- Common Security Evaluation Questions
  - Access Management
  - Data Protection and Encryption
Security
Compliance
Privacy
Hosting & Architecture Options
- Regional Hosting
  - EU Regional Hosting
  - EU Regional Hosting - Technical Specs
- Dedicated Instance
  - Dedicated Instance - Disaster Recovery
AI Agents - AI Features & Technical Info

Resource Center

Advanced Usage
Integration & Feature Lifecycles
Getting Support with Monte Carlo
Access Troubleshooting

🧑‍🎓 Monte Carlo University

Getting Started | MC University
Detect
Triage
Resolve
Measure
Settings
Monte Carlo Mastery Series

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