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Guides

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

Advanced Usage

Agent Trust

Agent Monitors Overview
Trace and Conversation Structure
Agent Evaluation Monitors
Agent Metric Monitors
Agent Trajectory Monitors
Agent Validation Monitors
Pre-Prod Agent Monitors
Snowflake Intelligence (Cortex Agents)
Databricks agents
- Agent Bricks and custom agents
- AI/BI Genie
Agent Monitors

Agentic Operations

Operations agent
Troubleshooting agent
Triage agent
Tuning agent
Cost agent
PR agent
PII agent

MCP

MCP Server
- Reference & operations
Agent Toolkit
- MC Prevent

Data Trust

Monitors
Alerts
Dashboards
Assets
Troubleshooting & investigation
Data Products
Anomaly Detection
- Tuning thresholds
  - Exclusion Windows
  - Managing Holidays
User Profile
- Weekly Data Reliability Summary Email
Performance
Data exports
Settings

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
Custom Warehouse, Database, and Lake Integrations (Public Preview)
- Push Ingest API
  - Example: IOMETE
- Custom Connectors
Data Collection: Details per Integration
Data Asset Validators
Updating an Integration

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)

Platform

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

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

Resources

Credit Consumption & Chargebacks
- Chargebacks
  - Consumption of Monte Carlo credits
  - Consumption of warehouse resources
Integration & Feature Lifecycles
Getting Support with Monte Carlo
Monte Carlo at a Glance
📝 Monte Carlo 101 Certification
Access Troubleshooting

🧑‍🎓 Monte Carlo University

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

Advanced Usage

Setting Up Monitors as Code
Muting Schemas/Tables Using Regex
Setting up project and dataset filtering
Network Access Control
Configuring Data Sampling