# Telmai

## Telmai

- [Getting Started](https://docs.telm.ai/telmai/readme.md)
- [Connect to Data](https://docs.telm.ai/telmai/connect-to-data.md): This page and subpages describes how to connect your data to Telmai
- [Projects](https://docs.telm.ai/telmai/connect-to-data/projects.md)
- [Data Connections](https://docs.telm.ai/telmai/connect-to-data/data-connections.md)
- [AWS Athena](https://docs.telm.ai/telmai/connect-to-data/data-connections/aws-athena.md)
- [AWS Redshift](https://docs.telm.ai/telmai/connect-to-data/data-connections/aws-redshift.md)
- [AWS S3](https://docs.telm.ai/telmai/connect-to-data/data-connections/aws-s3.md)
- [Azure Blob](https://docs.telm.ai/telmai/connect-to-data/data-connections/azure-blob.md)
- [Azure OneLake](https://docs.telm.ai/telmai/connect-to-data/data-connections/azure-onelake.md)
- [Databricks](https://docs.telm.ai/telmai/connect-to-data/data-connections/databricks.md)
- [Google Cloud Storage](https://docs.telm.ai/telmai/connect-to-data/data-connections/google-cloud-storage.md)
- [Google BigQuery](https://docs.telm.ai/telmai/connect-to-data/data-connections/google-bigquery.md)
- [Hive Metastore](https://docs.telm.ai/telmai/connect-to-data/data-connections/iceberg.md): Connect using Hive Metastore with HIVE or ICEBERG catalog type (GCS & S3)
- [Iceberg REST](https://docs.telm.ai/telmai/connect-to-data/data-connections/iceberg-rest.md): BigLake Metastore via Iceberg REST catalog (GCP only)
- [Microsoft Fabric](https://docs.telm.ai/telmai/connect-to-data/data-connections/microsoft-fabric.md): Connect Telmai to a Microsoft Fabric Warehouse or Lakehouse SQL analytics endpoint
- [MySQL](https://docs.telm.ai/telmai/connect-to-data/data-connections/mysql.md): Connect Telmai to a MySQL database hosted on-prem or in the cloud.
- [SAP Hana](https://docs.telm.ai/telmai/connect-to-data/data-connections/sap-hana.md)
- [SQL Server](https://docs.telm.ai/telmai/connect-to-data/data-connections/sql-server.md): SQL Server can be hosted on prem or run in Azure, GCP or AWS.
- [Azure SQL Server: Managed Identity Authentication](https://docs.telm.ai/telmai/connect-to-data/data-connections/sql-server-managed-identity.md): Authenticate to Azure SQL Database using a Microsoft Entra managed identity, with no stored password or secret.
- [Salesforce](https://docs.telm.ai/telmai/connect-to-data/data-connections/salesforce.md)
- [Snowflake](https://docs.telm.ai/telmai/connect-to-data/data-connections/snowflake.md)
- [Trino](https://docs.telm.ai/telmai/connect-to-data/data-connections/trino.md)
- [Supported File Types](https://docs.telm.ai/telmai/connect-to-data/supported-file-types.md)
- [Connection Modes](https://docs.telm.ai/telmai/connect-to-data/connection-modes.md)
- [File Path Options](https://docs.telm.ai/telmai/connect-to-data/file-path-options.md)
- [Triggering Scans](https://docs.telm.ai/telmai/connect-to-data/triggering-scans.md)
- [Configuring a Data Source](https://docs.telm.ai/telmai/connect-to-data/configuring-a-data-source.md)
- [Managing Assets](https://docs.telm.ai/telmai/connect-to-data/managing-assets.md)
- [Profiling Data](https://docs.telm.ai/telmai/profiling-data.md)
- [Data Health Metrics](https://docs.telm.ai/telmai/profiling-data/data-health-metrics.md)
- [Data Health Overview Page](https://docs.telm.ai/telmai/profiling-data/data-health-overview-page.md)
- [Interactive Profiling Tool: Investigator](https://docs.telm.ai/telmai/profiling-data/interactive-profiling-tool-investigator.md)
- [Data Diff](https://docs.telm.ai/telmai/profiling-data/data-diff.md)
- [Compound Attributes](https://docs.telm.ai/telmai/profiling-data/compound-attributes.md)
- [List of Supported Functions](https://docs.telm.ai/telmai/profiling-data/compound-attributes/list-of-supported-functions.md)
- [Monitoring Data](https://docs.telm.ai/telmai/monitoring-data.md)
- [Out-of-box Monitors](https://docs.telm.ai/telmai/monitoring-data/out-of-box-monitors.md)
- [User-defined Monitors](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors.md)
- [Built-in Metrics](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/built-in-metrics.md)
- [User-defined Metrics](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/user-defined-metrics.md)
- [Record Validation Rules](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/record-validation-rules.md)
- [Rules Expression Examples](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/record-validation-rules/rules-expression-examples.md)
- [SQL Based Rules](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/sql-based-rules.md)
- [Replay Scan](https://docs.telm.ai/telmai/monitoring-data/user-defined-monitors/replay-scan.md)
- [PII Data Detection Monitors](https://docs.telm.ai/telmai/monitoring-data/pii-data-detection-monitors.md)
- [Monitors Management](https://docs.telm.ai/telmai/monitoring-data/monitors-management.md)
- [Creating a Monitor](https://docs.telm.ai/telmai/monitoring-data/monitors-management/creating-a-monitor.md)
- [Monitor Recommendations](https://docs.telm.ai/telmai/monitoring-data/monitors-management/monitor-recommendations.md)
- [Managing Existing Monitors](https://docs.telm.ai/telmai/monitoring-data/monitors-management/managing-existing-monitors.md)
- [Configuring Data-Binning](https://docs.telm.ai/telmai/monitoring-data/monitors-management/configuring-data-binning.md)
- [Configuring Notifications](https://docs.telm.ai/telmai/monitoring-data/monitors-management/configuring-notifications.md)
- [Monitors Troubleshooting](https://docs.telm.ai/telmai/monitoring-data/monitors-management/monitors-troubleshooting.md)
- [Incident Portal](https://docs.telm.ai/telmai/monitoring-data/incident-portal.md)
- [Alert Policies](https://docs.telm.ai/telmai/monitoring-data/alert-policies.md)
- [Data Trends and Alerts](https://docs.telm.ai/telmai/monitoring-data/data-trends-and-alerts.md)
- [DQ Rules Report Summary](https://docs.telm.ai/telmai/monitoring-data/dq-report-summary.md)
- [Metrics Exclusions](https://docs.telm.ai/telmai/monitoring-data/metrics-exclusions.md)
- [Metrics Inspector](https://docs.telm.ai/telmai/monitoring-data/metrics-inspector.md): This Document provides guidance on how to create and manage dashboards with multiple charts in Metrics Inspector, ensuring better data visualization and analysis.
- [Data Quality Score](https://docs.telm.ai/telmai/monitoring-data/data-quality-score.md)
- [Remediation](https://docs.telm.ai/telmai/remediation.md)
- [Data Binning](https://docs.telm.ai/telmai/remediation/data-binning.md)
- [Circuit Breaker](https://docs.telm.ai/telmai/remediation/circuit-breaker.md)
- [Integrations](https://docs.telm.ai/telmai/integrations.md)
- [Catalog Integration](https://docs.telm.ai/telmai/integrations/catalog-integration.md)
- [Actian Data Intelligence Catalog](https://docs.telm.ai/telmai/integrations/catalog-integration/zeenea.md)
- [Databricks Unity Catalog](https://docs.telm.ai/telmai/integrations/catalog-integration/databricks-unity-catalog.md): Read Databricks Unity Catalog metadata into Telmai for dataset discovery and monitor recommendations
- [Microsoft Fabric (OneLake)](https://docs.telm.ai/telmai/integrations/catalog-integration/microsoft-fabric-onelake.md): Read Microsoft Fabric (OneLake) workspace metadata into Telmai and connect its warehouses and lakehouses automatically
- [Atlan Integration](https://docs.telm.ai/telmai/integrations/atlan-integration.md)
- [Alation Integration](https://docs.telm.ai/telmai/integrations/alation-integration.md)
- [Jira Integration](https://docs.telm.ai/telmai/integrations/jira-integration.md)
- [Slack Integration](https://docs.telm.ai/telmai/integrations/slack-integration.md)
- [Jobs Status Notification](https://docs.telm.ai/telmai/integrations/jobs-status-notification.md): This page describes a way to listen for updates happening with your connected datasets through setting up webhooks.
- [Data Quality External Reporting](https://docs.telm.ai/telmai/integrations/data-quality-external-reporting.md)
- [Telmai MCP Server](https://docs.telm.ai/telmai/integrations/telmai-mcp-server.md)
- [Sample Prompts](https://docs.telm.ai/telmai/integrations/telmai-mcp-server/mcp-sample-prompts.md): Copy-paste prompts for working with Telmai through an MCP client
- [Authentication and Access Control](https://docs.telm.ai/telmai/authentication-and-access-control.md): Logging in to Telmai is a simple process. You can sign in using an email and password or through a Single Sign-On (SSO) provider if your organization has it configured.
- [SSO Configuration](https://docs.telm.ai/telmai/authentication-and-access-control/sso-configuration.md): This document provides step-by-step instructions on how to configure Single Sign-On (SSO) on Telmai. Follow the steps below to set up SSO seamlessly.
- [Microsoft Entra IDP Setup](https://docs.telm.ai/telmai/authentication-and-access-control/microsoft-entra-idp-setup.md): This page describes how to setup Microsoft Entra ID as IDP
- [Auth0 Setup](https://docs.telm.ai/telmai/authentication-and-access-control/auth0-setup.md): This guide outlines the steps to register an application in Auth0 for use as an OpenID Connect (OIDC) provider.
- [Okta SSO Setup](https://docs.telm.ai/telmai/authentication-and-access-control/okta-sso-setup.md): There's currently no APIs exposed for enabling SSO. To setup SSO, you will need to do the followinng
- [Account Activation Instructions](https://docs.telm.ai/telmai/account-activation-instructions.md)
- [Overview](https://docs.telm.ai/telmai/deployment-models/deployment-models.md): Choose where Telmai runs relative to your data
- [Hybrid deployment (Control Plane & Data Plane)](https://docs.telm.ai/telmai/deployment-models/hybrid-deployment.md): Telmai hosts the control plane; scans run on your own Spark engine, in your environment
- [Virtual Private Cloud (VPC) deployment](https://docs.telm.ai/telmai/deployment-models/virtual-private-cloud-vpc-deployment.md)
- [Overview](https://docs.telm.ai/telmai/security-and-compliance/overview.md)
- [Platform Security](https://docs.telm.ai/telmai/security-and-compliance/platform-security.md)
- [Data Handling](https://docs.telm.ai/telmai/security-and-compliance/data-handling.md)
- [AI Security And Governance](https://docs.telm.ai/telmai/security-and-compliance/ai-security-and-governance.md)
- [AI Architecture And Data Handling](https://docs.telm.ai/telmai/security-and-compliance/ai-security-and-governance/ai-architecture-and-data-handling.md)
- [Human Oversight And Knowledge Limits](https://docs.telm.ai/telmai/security-and-compliance/ai-security-and-governance/human-oversight-and-knowledge-limits.md)
- [AI Residual Risk And Customer Controls](https://docs.telm.ai/telmai/security-and-compliance/ai-security-and-governance/ai-residual-risk-and-customer-controls.md)
- [Common Security Questions](https://docs.telm.ai/telmai/security-and-compliance/common-security-questions.md)
- [Overview](https://docs.telm.ai/telmai/api-reference/telmai-apis.md)
- [IP Allowlist](https://docs.telm.ai/telmai/api-reference/telmai-ip-list.md): This page describes the set of IP addresses used by Telmai. The list of IPs needs to be whitelisted at client's environment to allow access to their datalake
- [Authentication](https://docs.telm.ai/telmai/api-reference/authentication-api.md)
- [API Keys](https://docs.telm.ai/telmai/api-reference/authentication-api/api-keys.md): An alternate way to access Telmai APIs using API Key.
- [Google Service Account](https://docs.telm.ai/telmai/api-reference/authentication-api/get-google-service-account-api.md)
- [Connections](https://docs.telm.ai/telmai/api-reference/connections.md)
- [Assets](https://docs.telm.ai/telmai/api-reference/assets-api.md)
- [Asset Groups](https://docs.telm.ai/telmai/api-reference/assets-api/assets-group-api.md)
- [Monitors](https://docs.telm.ai/telmai/api-reference/monitors-api.md)
- [Incidents](https://docs.telm.ai/telmai/api-reference/incidents-api.md)
- [Trigger Scan](https://docs.telm.ai/telmai/api-reference/upload-data-api.md)
- [Replay Monitor Scan](https://docs.telm.ai/telmai/api-reference/upload-data-api/replay-monitor-scan.md)
- [Track Scan Job](https://docs.telm.ai/telmai/api-reference/upload-data-api/track-job-status.md): APIs to track status of upload
- [Check for Alerts](https://docs.telm.ai/telmai/api-reference/upload-data-api/check-for-alerts.md): APIs to check alert status of a given job
- [Spark Job Config](https://docs.telm.ai/telmai/api-reference/spark-job-config-api.md)
- [Ticket Integration](https://docs.telm.ai/telmai/api-reference/ticket-integration-api.md)
- [Alation Integration](https://docs.telm.ai/telmai/api-reference/alation-integration-apis.md)
- [DQ Rules Report](https://docs.telm.ai/telmai/api-reference/dq-reporting-apis.md)
- [DQ Score](https://docs.telm.ai/telmai/api-reference/dq-score-api.md)
- [Source APIs \[Deprecated\]](https://docs.telm.ai/telmai/source-apis/list-all-sources.md): APIs to manage a Telmai source
- [Copy of Trigger Scan](https://docs.telm.ai/telmai/upload-data-api.md)
- [Amazon S3 Request data](https://docs.telm.ai/telmai/upload-data-api/amazon-s3-request-data.md)
- [Azure Request data](https://docs.telm.ai/telmai/upload-data-api/azure-request-data.md)
- [Delta Lake Request](https://docs.telm.ai/telmai/upload-data-api/delta-lake-request.md)
- [RedShift Request data](https://docs.telm.ai/telmai/upload-data-api/redshift-request-data.md)
- [GCS Request data](https://docs.telm.ai/telmai/upload-data-api/gcs-request-data.md)
- [GBQ Request data](https://docs.telm.ai/telmai/upload-data-api/gbq-request-data.md)
- [Snowflake Request data](https://docs.telm.ai/telmai/upload-data-api/snowflake-request-data.md)
- [Trino Request data](https://docs.telm.ai/telmai/upload-data-api/trino-request-data.md)
- [User Management](https://docs.telm.ai/telmai/admin-apis/update-user.md): APIs to manage users
- [Troubleshooting](https://docs.telm.ai/telmai/admin-apis/troubleshooting.md)
- [Release Notes](https://docs.telm.ai/telmai/telmai-releases/release-notes.md): This page describes Telmai latest release notes
- [25.2.2](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.2.2.md): Release date: 2025-06-30
- [25.2.1](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.2.1.md): Release date: 2025-05-16
- [25.2.0](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.2.0.md): Release date: 2025-04-14
- [25.1.3](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.1.3.md): Release date: 2025-03-19
- [25.1.2](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.1.2.md): Release date: 2025-03-03
- [25.1.0](https://docs.telm.ai/telmai/telmai-releases/release-notes/25.1.0.md): Release date: 2025-02-21