# Integrate.io: English ELT & CDC Knowledge Base

## Knowledge Base

### Getting Started

- [ELT/CDC: Getting Started](https://www.integrate.io/docs/cdc/category/getting-started.md): Get started with Integrate.io ELT & CDC. Learn about change data capture, initial sync, schema changes, history mode, and key platform features.
- [What is Integrate.io ELT & CDC](https://www.integrate.io/docs/cdc/what-is-integrateio-cdc.md): Integrate.io ELT & CDC replicates data from databases and SaaS platforms to Snowflake, Redshift, BigQuery, and S3 using change data capture.
- [ELT/CDC: Initial Sync Process](https://www.integrate.io/docs/cdc/initial-sync-process.md): Learn how Integrate.io ELT & CDC performs initial sync using parallel chunking, Avro staging, and resumable transfers for large datasets.
- [ELT/CDC: Custom Primary Key Feature](https://www.integrate.io/docs/cdc/custom-primary-key-feature.md): Use the custom primary key feature to sync tables without a primary key in Integrate.io ELT & CDC. Define surrogate keys for keyless tables.
- [ELT/CDC: Auto Sync New Tables Feature](https://www.integrate.io/docs/cdc/auto-sync-new-tables-feature.md): Configure the Integrate.io ELT & CDC Auto Sync New Tables feature to automatically detect and replicate newly created source tables without manual setup.
- [ELT/CDC: How Integrate.io ELT & CDC Handles Schema Changes](https://www.integrate.io/docs/cdc/how-integrateio-elt-cdc-handles-schema-changes.md): How Integrate.io ELT & CDC detects and propagates source schema changes including column additions, deletions, type changes, and table renames.
- [ELT/CDC: Archiving Unused Source and Destination](https://www.integrate.io/docs/cdc/archiving-unused-source-and-destination.md): Archive unused sources and destinations in Integrate.io ELT & CDC. Clean up your workspace by removing inactive pipeline connections.
- [ELT/CDC: History Mode (SCD Type 2)](https://www.integrate.io/docs/cdc/history-mode-scd-type-2.md): Enable History Mode (SCD Type 2) in Integrate.io ELT & CDC to retain a full audit trail of every record change with effective dates in your destination.
- [ELT/CDC: ELT & CDC Features and Requirements](https://www.integrate.io/docs/cdc/elt-cdc-features-and-requirements.md): Review the features, supported sources, destinations, and system requirements for Integrate.io ELT & CDC data replication and sync pipelines.
- [ELT/CDC: Surrogate Key (_iio_id)](https://www.integrate.io/docs/cdc/surrogate-key-_iio_id.md): Learn about the _iio_id surrogate primary key that Integrate.io generates for source tables without primary keys during ELT & CDC replication.

### Pipelines

- [ELT/CDC: Pipeline definition import and export](https://www.integrate.io/docs/cdc/pipeline-definition-import-export.md): Export an Integrate.io ELT & CDC pipeline as a YAML definition or import one from the dashboard to overwrite its configuration in seconds.

### Sources

- [ELT/CDC: Sources](https://www.integrate.io/docs/cdc/category/sources.md): Connect to 60+ data sources in Integrate.io ELT & CDC. Set up CDC from PostgreSQL, MySQL, SQL Server, Oracle, Salesforce, Shopify, and more.
- [Adobe Analytics source for ELT & CDC](https://www.integrate.io/docs/cdc/adobe-analytics.md): Configure Adobe Analytics as a data source in Integrate.io ELT & CDC. Connect your analytics data for automated replication to your warehouse.
- [AdRoll source for ELT & CDC](https://www.integrate.io/docs/cdc/adroll.md): Configure AdRoll as a data source in Integrate.io ELT & CDC. Replicate display ad, social media, and email campaign data to your warehouse.
- [Airtable source for ELT & CDC](https://www.integrate.io/docs/cdc/airtable.md): Configure Airtable as a data source in Integrate.io ELT & CDC. Replicate your Airtable bases and tables to your data warehouse automatically.
- [Algolia source for ELT & CDC](https://www.integrate.io/docs/cdc/algolia.md): Configure Algolia as a data source in Integrate.io ELT & CDC. Replicate your Algolia search analytics and index data to your data warehouse.
- [Amazon Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/amazon-ads.md): Configure Amazon Ads as a data source in Integrate.io ELT & CDC. Sync advertising campaign and performance data to your data warehouse.
- [Amazon Marketplace source for ELT & CDC](https://www.integrate.io/docs/cdc/amazon-marketplace.md): Configure Amazon Marketplace as a source in Integrate.io ELT & CDC. Replicate orders, inventory, and seller data to your data warehouse.
- [BigCommerce source for ELT & CDC](https://www.integrate.io/docs/cdc/bigcommerce.md): ELT & CDC uses the Management APIs provided by BigCommerce to sync the data. We typically use the V3 version of the API but fallback to V2 wherever applicable.
- [BigQuery source for ELT & CDC](https://www.integrate.io/docs/cdc/bigquery-source.md): Configure Google BigQuery as a data source in Integrate.io ELT & CDC. Replicate BigQuery datasets and tables to other warehouse destinations.
- [Bing Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/bing-ads.md): Configure Bing Ads as a data source in Integrate.io ELT & CDC. Sync your Microsoft Advertising campaign and performance data to your warehouse.
- [Braintree source for ELT & CDC](https://www.integrate.io/docs/cdc/braintree.md): Configure Braintree as a data source in Integrate.io ELT & CDC. Replicate payment transactions and customer data to your data warehouse.
- [Cybersource source for ELT & CDC](https://www.integrate.io/docs/cdc/cybersource.md): Configure CyberSource as a data source in Integrate.io ELT & CDC. Replicate payment processing and transaction data to your data warehouse.
- [Delighted source for ELT & CDC](https://www.integrate.io/docs/cdc/delighted.md): Configure Delighted as a data source in Integrate.io ELT & CDC. Replicate customer feedback and NPS survey data to your data warehouse.
- [Drip source for ELT & CDC](https://www.integrate.io/docs/cdc/drip.md): Configure Drip as a data source in Integrate.io ELT & CDC. Sync your email marketing automation and subscriber data to your data warehouse.
- [eBay source for ELT & CDC](https://www.integrate.io/docs/cdc/ebay.md): Configure eBay as a data source in Integrate.io ELT & CDC. Replicate your eBay marketplace orders and listing data to your data warehouse.
- [EnquireLabs source for ELT & CDC](https://www.integrate.io/docs/cdc/enquirelabs.md): Configure EnquireLabs as a data source in Integrate.io ELT & CDC. Replicate post-purchase survey and attribution data to your data warehouse.
- [ExchangeRates source for ELT & CDC](https://www.integrate.io/docs/cdc/exchangerates.md): Configure ExchangeRates as a data source in Integrate.io ELT & CDC. Sync currency exchange rate data to your data warehouse automatically.
- [Facebook Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/facebook-ads.md): Configure Facebook Ads as a data source in Integrate.io ELT & CDC. Replicate ad campaign performance and spend data to your data warehouse.
- [Facebook Pages source for ELT & CDC](https://www.integrate.io/docs/cdc/facebook-pages.md): Configure Facebook Pages as a data source in Integrate.io ELT & CDC. Sync page insights and engagement metrics to your data warehouse.
- [GitHub source for ELT & CDC](https://www.integrate.io/docs/cdc/github.md): Configure GitHub as a data source in Integrate.io ELT & CDC. Replicate repository, issue, and pull request data to your data warehouse.
- [GitLab source for ELT & CDC](https://www.integrate.io/docs/cdc/gitlab.md): Set up GitLab as a source in Integrate.io ELT & CDC to replicate issues, merge requests, and project data into your warehouse with change data capture.
- [Google Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/google-ads.md): Configure Google Ads as a data source in Integrate.io ELT & CDC. Sync advertising campaign performance and spend data to your data warehouse.
- [Google Ads change log v23 source for ELT & CDC](https://www.integrate.io/docs/cdc/google-ads-change-log-v23.md): Configure Google Ads Change Log as a source in Integrate.io ELT & CDC. Track and replicate account change history to your data warehouse.
- [Google Analytics source for ELT & CDC](https://www.integrate.io/docs/cdc/google-analytics.md): Google Analytics lets you measure your advertising ROI as well as track your Flash, video, and social networking sites and applications.
- [Google Analytics 360 source for ELT & CDC](https://www.integrate.io/docs/cdc/google-analytics-360-ga360.md): Configure Google Analytics 360 (GA360) as a source in Integrate.io ELT & CDC. Replicate premium analytics data to your data warehouse.
- [Google Analytics 4 source for ELT & CDC](https://www.integrate.io/docs/cdc/google-analytics-4.md): Configure Google Analytics 4 as a data source in Integrate.io ELT & CDC. Replicate GA4 event and reporting data to your data warehouse.
- [Google Analytics 4 export source for ELT & CDC](https://www.integrate.io/docs/cdc/google-analytics-4-export-ga4-export.md): Configure Google Analytics 4 Export as a source in Integrate.io ELT & CDC. Replicate raw GA4 event data exports to your data warehouse.
- [Google Search Console source for ELT & CDC](https://www.integrate.io/docs/cdc/google-search-console.md): Configure Google Search Console as a source in Integrate.io ELT & CDC. Replicate search performance and indexing data to your data warehouse.
- [Google Sheets source for ELT & CDC](https://www.integrate.io/docs/cdc/google-sheets.md): Configure Google Sheets as a data source in Integrate.io ELT & CDC. Replicate spreadsheet data to your data warehouse for analysis.
- [Gorgias source for ELT & CDC](https://www.integrate.io/docs/cdc/gorgias.md): Configure Gorgias as a data source in Integrate.io ELT & CDC. Replicate customer support ticket and helpdesk data to your data warehouse.
- [HubSpot source for ELT & CDC](https://www.integrate.io/docs/cdc/hubspot.md): Configure HubSpot as a data source in Integrate.io ELT & CDC. Replicate CRM contacts, deals, and marketing data to your data warehouse.
- [IBM DB2 source for ELT & CDC](https://www.integrate.io/docs/cdc/ibm-db2.md): How to set up IBM DB2 as a CDC source in Integrate.io ELT & CDC, covering the sync user, control tables, and the generated per-table setup SQL.
- [Intercom source for ELT & CDC](https://www.integrate.io/docs/cdc/intercom.md): Configure Intercom as a data source in Integrate.io ELT & CDC. Replicate contacts, conversations, tickets, and companies to your data warehouse.
- [JudgeMe source for ELT & CDC](https://www.integrate.io/docs/cdc/judgeme.md): Configure Judge.me as a data source in Integrate.io ELT & CDC. Replicate product review and rating data to your data warehouse for analysis.
- [Klaviyo source for ELT & CDC](https://www.integrate.io/docs/cdc/klaviyo.md): Configure Klaviyo as a data source in Integrate.io ELT & CDC. Sync email marketing campaigns and subscriber data to your data warehouse.
- [LinkedIn Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/linkedin-ads.md): Configure LinkedIn Ads as a data source in Integrate.io ELT & CDC. Sync advertising campaign and performance data to your data warehouse.
- [Microsoft SQL Server source for ELT & CDC](https://www.integrate.io/docs/cdc/microsoft-sql-server.md): How to set up and configure Microsoft SQL Server as a CDC source in Integrate.io ELT & CDC, including supported providers and prerequisites.
- [MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/mysql.md): How to set up and configure MySQL as a CDC source in Integrate.io ELT & CDC, including supported providers, requirements, and features.
- [Amazon RDS MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/amazon-rds-mysql.md): How to configure Amazon RDS MySQL as a CDC source in Integrate.io ELT & CDC, including read-replica setup, user creation, and binary log configuration.
- [Aurora MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/aurora-mysql.md): Configure Aurora MySQL as a data source in Integrate.io ELT & CDC. Set up binary log replication from your Aurora MySQL database instances.
- [Azure MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/azure-mysql.md): How to configure Azure MySQL as a CDC source in Integrate.io ELT & CDC, including read-replica setup, user creation, and binary logging.
- [Google Cloud SQL MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/google-cloud-sql.md): How to configure Google Cloud SQL for MySQL as a CDC source in Integrate.io ELT & CDC, including read-replica setup and binary log configuration.
- [Self-hosted MySQL source for ELT & CDC](https://www.integrate.io/docs/cdc/self-hosted-mysql.md): Configure a self-hosted MySQL server as a source in Integrate.io ELT & CDC. Set up binary log replication from your on-premises MySQL database.
- [NetSuite source for ELT & CDC](https://www.integrate.io/docs/cdc/netsuite.md): Configure NetSuite as a data source in Integrate.io ELT & CDC. Replicate ERP, CRM, and financial data from NetSuite to your data warehouse.
- [Onfleet source for ELT & CDC](https://www.integrate.io/docs/cdc/onfleet.md): Configure Onfleet as a data source in Integrate.io ELT & CDC. Sync last-mile delivery management and logistics data to your data warehouse.
- [Pinterest source for ELT & CDC](https://www.integrate.io/docs/cdc/pinterest.md): Configure Pinterest as a data source in Integrate.io ELT & CDC. Replicate ad campaigns, pins, boards, and analytics data to your data warehouse.
- [Oracle CDC source for ELT & CDC](https://www.integrate.io/docs/cdc/oracle-cdc.md): Configure Oracle CDC as a data source in Integrate.io ELT & CDC. Set up change data capture from Oracle databases for real-time replication.
- [AWS RDS Oracle source for ELT & CDC](https://www.integrate.io/docs/cdc/aws-rds-oracle.md): Configure AWS RDS Oracle as a data source in Integrate.io ELT & CDC. Set up change data capture from your RDS Oracle database instances.
- [Self-hosted Oracle CDC source for ELT & CDC](https://www.integrate.io/docs/cdc/oracle-cdc-self-hosted.md): Configure a self-hosted Oracle database as a CDC source in Integrate.io ELT & CDC. Set up LogMiner-based change data capture for replication.
- [PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/postgresql.md): How to set up PostgreSQL as a CDC source in Integrate.io ELT & CDC, covering the no-ownership customer-managed setup, WAL requirements, and heartbeat.
- [Aurora PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/aurora-postgresql.md): Configure Aurora PostgreSQL as a source in Integrate.io ELT & CDC. Enable logical replication on your Aurora cluster and grant rds_replication.
- [Amazon RDS PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/amazon-rds-postgresql.md): Configure Amazon RDS PostgreSQL as a CDC source in Integrate.io ELT & CDC. Enable logical replication and grant the rds_replication role.
- [Azure PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/azure-postgresql.md): Configure Azure Database for PostgreSQL as a source in Integrate.io ELT & CDC. Enable LOGICAL replication and complete the common PostgreSQL setup.
- [Self-hosted PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/self-hosted-postgresql.md): Configure a self-hosted PostgreSQL instance as a CDC source in Integrate.io ELT & CDC. Set wal_level to logical and allow the sync user to connect.
- [Google Cloud SQL PostgreSQL source for ELT & CDC](https://www.integrate.io/docs/cdc/google-cloud-sql-for-posgresql.md): Configure Google Cloud SQL for PostgreSQL as a CDC source in Integrate.io ELT & CDC. Enable logical decoding and grant the replication role.
- [Intuit Quickbooks source for ELT & CDC](https://www.integrate.io/docs/cdc/quickbooks.md): Configure Intuit QuickBooks as a data source in Integrate.io ELT & CDC. Replicate accounting and financial data to your data warehouse.
- [ReCharge source for ELT & CDC](https://www.integrate.io/docs/cdc/recharge.md): Configure ReCharge as a data source in Integrate.io ELT & CDC. Sync subscription billing and recurring payment data to your data warehouse.
- [S3 source for ELT & CDC](https://www.integrate.io/docs/cdc/s3-source.md): Configure Amazon S3 as a data source in Integrate.io ELT & CDC. Replicate files and structured data from S3 buckets to your data warehouse.
- [Salesforce source for ELT & CDC](https://www.integrate.io/docs/cdc/salesforce.md): The Salesforce connector lets you move data between Salesforce and the rest of your stack using Integrate.io’s low-code ELT and CDC platform.
- [Shippo source for ELT & CDC](https://www.integrate.io/docs/cdc/shippo.md): Configure Shippo as a data source in Integrate.io ELT & CDC. Replicate shipping addresses, parcels, refunds, and transaction data to your warehouse.
- [Shopify source for ELT & CDC](https://www.integrate.io/docs/cdc/shopify.md): Configure Shopify as a data source in Integrate.io ELT & CDC. Replicate orders, products, customers, and store data to your data warehouse.
- [Square source for ELT & CDC](https://www.integrate.io/docs/cdc/square.md): Configure Square as a data source in Integrate.io ELT & CDC. Replicate point-of-sale transactions and payment data to your data warehouse.
- [Stripe source for ELT & CDC](https://www.integrate.io/docs/cdc/stripe.md): Configure Stripe as a data source in Integrate.io ELT & CDC. Replicate payment, subscription, and customer data to your data warehouse.
- [Tiktok Ads source for ELT & CDC](https://www.integrate.io/docs/cdc/tiktok-ads.md): Configure TikTok Ads as a data source in Integrate.io ELT & CDC. Replicate advertising campaign and performance data to your data warehouse.
- [Yotpo source for ELT & CDC](https://www.integrate.io/docs/cdc/yotpo.md): Configure Yotpo as a data source in Integrate.io ELT & CDC. Replicate product reviews, ratings, and user-generated content to your warehouse.
- [Zenventory source for ELT & CDC](https://www.integrate.io/docs/cdc/zenventory.md): Configure Zenventory as a data source in Integrate.io ELT & CDC. Replicate inventory management and order fulfillment data to your warehouse.

### Destinations

- [ELT/CDC: Destinations](https://www.integrate.io/docs/cdc/category/destinations.md): Configure ELT & CDC destinations to load replicated data into Redshift, Snowflake, BigQuery, S3, MySQL, SQL Server, or Databricks.
- [Amazon Redshift destination for ELT & CDC](https://www.integrate.io/docs/cdc/amazon-redshift.md): Configure Amazon Redshift as a destination in Integrate.io ELT & CDC. Set up your Redshift cluster to receive replicated data from sources.
- [ELT/CDC: Configure S3 bucket for Redshift sync](https://www.integrate.io/docs/cdc/configure-your-own-s3-bucket-for-redshift-sync.md): How to set up and configure Amazon Redshift - Configure your own S3 bucket for Redshift Sync as a destination in Integrate.io ELT & CDC.
- [Snowflake destination for ELT & CDC](https://www.integrate.io/docs/cdc/snowflake.md): Configure Snowflake as a destination in Integrate.io ELT & CDC. Set up your Snowflake warehouse to receive replicated data from your sources.
- [Finding your Snowflake account identifier](https://www.integrate.io/docs/cdc/how-to-get-your-snowflake-account-identifier.md): Find your Snowflake account identifier for configuring the Snowflake destination in Integrate.io ELT & CDC. Locate your account URL and region.
- [ELT/CDC: Snowflake password to key-pair migration](https://www.integrate.io/docs/cdc/migrating-authentication-from-password-to-key-pair.md): Migrate your Snowflake destination from password-based to key-pair authentication in Integrate.io ELT & CDC. Step-by-step migration guide.
- [Amazon S3 destination bucket setup for ELT & CDC](https://www.integrate.io/docs/cdc/s3-destination.md): How to configure Amazon S3 as a destination in Integrate.io ELT & CDC, including bucket setup, IAM role access via CloudFormation, and connection testing.
- [BigQuery destination for ELT & CDC](https://www.integrate.io/docs/cdc/bigquery.md): Configure Google BigQuery as a destination in Integrate.io ELT & CDC. Set up your BigQuery dataset to receive replicated source data.
- [MySQL destination for ELT & CDC](https://www.integrate.io/docs/cdc/mysql-destination.md): How to set up and configure MySQL as a destination in Integrate.io ELT & CDC, including required privileges and enabling local_infile.
- [SQL Server destination for ELT & CDC](https://www.integrate.io/docs/cdc/sqlserver-destination.md): Set up Microsoft SQL Server or Azure SQL as a destination in Integrate.io ELT & CDC, including required privileges and connection settings.
- [Databricks destination for ELT & CDC](https://www.integrate.io/docs/cdc/databricks.md): Configure Databricks as a destination in Integrate.io ELT & CDC. Set up your Databricks SQL warehouse to receive replicated data from your sources.

### Monitoring

- [ELT/CDC: Monitoring](https://www.integrate.io/docs/cdc/category/monitoring.md): Monitor your Integrate.io ELT & CDC pipelines. View data type mappings, track type changes across destinations, and configure alert hooks.
- [Data type mapping across warehouses in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-mapping-redshift-snowflake-and-bigquery.md): Overview of data type mappings across Redshift, Snowflake, and BigQuery destinations in Integrate.io ELT & CDC. Compare type conversions.
- [Data type mapping for Redshift in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-mapping-redshift.md): Reference for data type mappings from database sources to Amazon Redshift in Integrate.io ELT & CDC. Understand type conversions during sync.
- [Data type changes for Redshift in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-changes-redshift.md): If the data type mapping differs on the Redshift side, the following section explains how these changes will be handled by the automatic replication feature.
- [Data type mapping for Snowflake in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-mapping-snowflake.md): Reference for data type mappings from database sources to Snowflake in Integrate.io ELT & CDC. Understand how source types map on replication.
- [Data type changes for Snowflake in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-changes-snowflake.md): Reference for data type mappings from database sources to Snowflake in Integrate.io ELT & CDC. Understand how types are converted during sync.
- [Data type mapping for BigQuery in ELT & CDC](https://www.integrate.io/docs/cdc/data-type-mapping-bigquery.md): Reference for data type mappings from database sources to Google BigQuery in Integrate.io ELT & CDC. Understand type conversions during sync.
- [ELT/CDC: Hooks for monitoring](https://www.integrate.io/docs/cdc/hooks.md): Set up email and Slack hooks for pipeline events in Integrate.io ELT & CDC. Configure notifications for sync failures, completions, and errors.

### Security

- [ELT/CDC: Security](https://www.integrate.io/docs/cdc/category/security.md): Secure your Integrate.io ELT & CDC connections with IP allowlists, AWS PrivateLink for MySQL and PostgreSQL, and SSH tunnel configurations.
- [IP allowlist for ELT & CDC](https://www.integrate.io/docs/cdc/ip-list.md): Allowlist Integrate.io ELT & CDC by region with the current outbound IP addresses for source and destination connections through your firewall or VPC.
- [PrivateLink setup for MySQL in ELT & CDC](https://www.integrate.io/docs/cdc/privatelink-set-up.md): Set up AWS PrivateLink for your MySQL database connection in Integrate.io ELT & CDC. Establish a secure private network link for replication.
- [PrivateLink setup for PostgreSQL in ELT & CDC](https://www.integrate.io/docs/cdc/postgresql-privatelink-set-up.md): Set up AWS PrivateLink for PostgreSQL database connections in Integrate.io ELT & CDC. Establish a secure private network link for replication.
- [SSH tunnel setup for ELT & CDC](https://www.integrate.io/docs/cdc/ssh-tunnel.md): Set up an SSH tunnel in Integrate.io ELT & CDC for secure database connections over untrusted networks. Encrypt data transfers through SSH.
- [Reverse SSH tunnel for ELT & CDC](https://www.integrate.io/docs/cdc/reverse-ssh-tunnel.md): Configure a reverse SSH tunnel in Integrate.io ELT & CDC to securely connect to private databases behind a firewall without opening inbound network ports.
- [Google API privacy policy for ELT & CDC](https://www.integrate.io/docs/cdc/google-privacy-policy.md): Review Integrate.io's Google API Services disclosure covering data access, usage, and transfer policies for OAuth-connected Google integrations.

### Transforms

- [ELT/CDC: Transforms](https://www.integrate.io/docs/cdc/category/transforms.md): Apply data transformations during replication in Integrate.io ELT & CDC. Use replacement rules and surrogate keys to modify data during sync.
- [Replacement rules transform in ELT & CDC](https://www.integrate.io/docs/cdc/replacement-rules.md): Use replacement rules in Integrate.io ELT & CDC to transform data during replication. Replace, mask, or modify character values during sync.

### Data Observability

- [ELT/CDC: Data Observability](https://www.integrate.io/docs/cdc/category/data-observability.md): Monitor data quality and pipeline health with Integrate.io Data Observability. Set up metrics, alerts, and data stores for replication monitoring.
- [ELT/CDC: What is Data Observability](https://www.integrate.io/docs/cdc/what-is-data-observability.md): Learn what Data Observability is and how it helps teams verify data system health, detect anomalies, and maintain data quality in Integrate.io.
- [Data observability nomenclature in ELT & CDC](https://www.integrate.io/docs/cdc/nomenclature.md): Understand Data Observability alerts and naming conventions in Integrate.io. Learn how thresholds trigger email notifications for metric changes.
- [Getting started with data observability](https://www.integrate.io/docs/cdc/data-observability-getting-started.md): This guide will show how to set up an alert metric, define its threshold and receive an alert if it falls outside of this threshold.
- [Data observability alerts in ELT & CDC](https://www.integrate.io/docs/cdc/data-observability-alerts.md): Set up Data Observability alerts in Integrate.io to automatically monitor data quality. Configure metric thresholds and notification rules.
- [Data observability metrics in ELT & CDC](https://www.integrate.io/docs/cdc/data-observability-metrics.md): Define and configure Data Observability metrics in Integrate.io. Track data quality measures for your warehouse tables and pipeline outputs.
- [ELT/CDC: Available Metrics Types](https://www.integrate.io/docs/cdc/available-metrics-types.md): Explore the available metric types in Integrate.io ELT & CDC monitoring. Track replication delay, sync lag, and pipeline health indicators.
- [Replication delay metric in ELT & CDC](https://www.integrate.io/docs/cdc/available-metrics-types-replication-delay.md): How the Replication Delay metric measures the time since data was last copied from S3 to the destination in Integrate.io ELT & CDC.
- [Sync lag metric in ELT & CDC](https://www.integrate.io/docs/cdc/available-metrics-types-sync-lag-metric.md): Understand the Sync Lag metric in Integrate.io ELT & CDC, how it tracks data volume differences between source and pipeline, and how to interpret values.
- [Data stores in ELT & CDC observability](https://www.integrate.io/docs/cdc/data-stores.md): View the supported databases and data warehouses for Data Observability monitoring in Integrate.io, including Snowflake, Redshift, and BigQuery.
- [Data observability FAQs in ELT & CDC](https://www.integrate.io/docs/cdc/data-observability-faqs.md): Frequently asked questions about Data Observability in Integrate.io. Learn how metrics are collected, scheduled, and monitored for quality.