Salesforce Integration | ETL & Data Pipeline Solutions

Last updated: June 17, 2025

Seamlessly connect Salesforce to your data warehouse, databases, and 200+ other tools. Extract, transform, and load your CRM data with enterprise-grade security and zero coding required.

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Salesforce
  • Customer Since:
    May, 2023
  • Customer Since:
    July, 2018
  • Case Study
    Customer Since:
    August, 2019
  • Customer Since:
    November, 2017
  • Customer Since:
    December, 2021
  • Case Study
    Customer Since:
    January, 2025
  • Customer Since:
    September, 2017
  • Customer Since:
    March, 2022

Why Businesses Need Salesforce Integration

Your Salesforce CRM holds critical customer data, but keeping it siloed limits what your business can achieve. Without proper integration, teams waste hours on manual data exports, reports become outdated before they're finished, and decision-makers work from incomplete information.

A Salesforce integration with Integrate.io solves these challenges by creating automated data pipelines that keep your entire tech stack synchronized. Marketing teams gain real-time visibility into sales activities. Finance departments automate revenue reporting. Data teams build comprehensive analytics without writing custom code.

Organizations using Salesforce integration typically see 40% faster reporting cycles, eliminate manual data entry errors, and unlock cross-departmental insights that were previously impossible to generate.

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The no-code pipeline platform for your entire data journey that automates Salesforce data synchronization and API management.

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Salesforce ETL Best Practices

Building reliable Salesforce data pipelines requires careful planning. Here are the proven practices that leading data teams follow:

  • Incremental Loading Over Full Extracts: Rather than extracting your entire Salesforce database with each sync, configure incremental loads based on the LastModifiedDate field. This reduces API consumption by up to 90% and dramatically speeds up your pipelines.
  • Schema Mapping Strategy: Salesforce's flexible object model means custom fields are common. Document your schema mapping before building pipelines, and use Integrate.io's auto-schema detection to handle field changes without breaking your workflows.
  • Rate Limit Management: Salesforce enforces API limits based on your license tier. Schedule bulk data operations during off-peak hours and use Integrate.io's built-in rate limiting to prevent pipeline failures during high-volume periods.
  • Data Quality Validation: Implement validation rules within your ETL pipeline to catch data quality issues before they propagate to downstream systems. Check for required fields, data type consistency, and business logic violations.
  • Change Data Capture (CDC) for Real-Time Needs: When near-real-time data is required, leverage Salesforce's Change Data Capture feature in combination with Integrate.io's CDC connector to stream changes as they happen.

How Salesforce Integration Works with Integrate.io

Connecting Salesforce to your data destinations takes just three steps:

Step 1: Connect Your Salesforce Account

Authenticate securely using OAuth 2.0. Integrate.io never stores your Salesforce credentials, connections are established through encrypted tokens. Select which Salesforce objects you want to extract, from standard objects like Accounts and Opportunities to your custom objects.

Step 2: Configure Your Data Pipeline

Use our visual, drag-and-drop interface to define your data transformations. Map Salesforce fields to your destination schema, apply filters, create calculated fields, and set up data quality rules, all without writing code.

Step 3: Set Your Sync Schedule

Choose how frequently your data syncs, real-time streaming, hourly batches, or daily loads. Integrate.io handles the orchestration automatically, with built-in error handling and retry logic to ensure data reliability.

Key Features of the Salesforce Connector

Feature Description
Bi-Directional Sync Extract data from Salesforce AND write transformed data back to Salesforce
100+ Salesforce Objects Support for all standard objects plus custom objects and fields
Real-Time CDC Stream changes in near-real-time using Salesforce Change Data Capture
Bulk API Support Handle large data volumes efficiently with Salesforce Bulk API 2.0
Auto-Schema Detection Automatically detect and adapt to Salesforce schema changes
Field-Level Encryption Sensitive data remains encrypted throughout the pipeline
Incremental Loading Sync only changed records to minimize API usage
Pre-Built Transformations Common Salesforce data transformations ready to use

What You Can Do with Salesforce + Integrate.io

  • Centralize CRM Data in Your Warehouse: Replicate your Salesforce data to Snowflake, BigQuery, Redshift, or Databricks for advanced analytics and machine learning.
  • Build Real-Time Dashboards: Connect Salesforce data to Looker, Tableau, or Power BI with automatic refresh schedules.
  • Enrich Customer Records: Pull data from marketing platforms, support tools, and product analytics into Salesforce for a complete customer view.
  • Automate Revenue Reporting: Create automated pipelines that calculate ARR, pipeline velocity, and sales metrics without spreadsheet exports.
  • Sync Across CRM Instances: Transfer data between multiple Salesforce orgs for mergers, migrations, or multi-division operations.

Integrates With

8x8
AS400
AdRoll
Aftership
Airtable
AlloyDB
Amazon Aurora
Amazon Kinesis
Amazon RDS
Amazon Redshift
Amazon S3
Amplitude
AppsFlyer
Asana
Coming Soon
AskNicely
Atlassian
Autopilot
Azure Synapse Analytics
Base CRM
Basecamp
BigCommerce
Bill.com
Coming Soon
Box
Coming Soon
Braintree
Coming Soon
Branch
Buffer
CSV
CallRail
Campaign Monitor
Coming Soon
Cassandra
ChartMogul
Chartio
Clearbit
CleverTap
Close.io
CloudTrail
Coming Soon
Contentful
Cratejoy
Coming Soon
Crunchbase
Coming Soon
Customer.io
Databricks
Delighted
Domo
DoubleClick Bid Manager
DoubleClick Campaign Manager
Coming Soon
Drift
Coming Soon
Drip
Dundas BI
Dynamics 365
Elasticsearch
Eloqua
Coming Soon
Eventbrite
Excel
FTPS
Facebook Ads
Freshdesk
Fullstory
GitHub
GitLab
GoToWebinar
GoodData
Google Ads
Google Analytics
Google BigQuery
Google Cloud SQL for MySQL
Google Cloud SQL for PostgreSQL
Google Cloud Spanner
Google Cloud Storage
Google Drive
Google Hotel Price
Google My Business
Google Sheets
Gorgias
HDFS
Coming Soon
Harvest
Coming Soon
Heap
Help Scout
Heroku Connect
Heroku Postgres
HubSpot
IBM DB2
Intercom
Invoiced
Coming Soon
Iterable
Jaspersoft
Jira
Klaviyo
LinkedIn
Listrak
LivePerson
Loggly
Looker
MS SQL
Magento
MailChimp
Mailgun
MariaDB
Marketo
MemSQL
Microsoft Ads
Microsoft Azure Blob Storage
Microsoft Azure SQL Database
Microsoft OneLake
Mixpanel
Mode
MongoDB
MongoDB Atlas
MySQL
NetSuite
Omnisend
Open Exchange Rates
Oracle
Oracle Responsys
Outbrain
Papertrail
PayPal
Pendo
Periscope Data
Pinterest
Pipedrive
PostgreSQL
PrestaShop
QlikView
Coming Soon
QuickBooks
RESTful API
ReCharge
Recurly
Revinate
SAP HANA
SFTP
SFTP To Go
Salesforce Einstein
Salesforce Marketing Cloud
Salesforce Pardot
Segment
SendGrid
ShipStation
Shippo
Shopify
Slack
Snapchat Ads
Snowflake
Coming Soon
Square
Stamped.io
Stripe
Taboola
TikTok Ads
Trello
Twilio
Twitter
UserVoice
Vertica Analytics Platform
Webhook
Wrike
Xero
Yahoo Gemini
Yotpo
YouTube
YouTube Analytics
Zendesk
Zendesk Chat
Zuora
e-conomic
eBay

Frequently Asked Questions

What data can I extract from Salesforce using Integrate.io?

Integrate.io supports extraction from all Salesforce objects, including standard objects (Accounts, Contacts, Leads, Opportunities, Cases, Campaigns) and any custom objects your organization has created. You can also access Salesforce reports, metadata, and system fields.

How does Integrate.io connect to Salesforce?

Integrate.io uses OAuth 2.0 authentication to establish secure connections to your Salesforce org. We support both Salesforce REST API for real-time operations and Bulk API 2.0 for high-volume data transfers. Your credentials are never stored, only encrypted access tokens.

Can I write data back to Salesforce?

Yes. Integrate.io offers bi-directional Salesforce integration. You can extract data from Salesforce to your data warehouse, and load transformed data back into Salesforce from other sources. This enables use cases like enriching lead records with third-party data or syncing data between multiple Salesforce orgs.

What is Salesforce ETL?

ETL stands for Extract, Transform, Load. Salesforce ETL is the process of extracting CRM data from Salesforce, transforming it to match your target schema or business rules, and loading it into a destination like a data warehouse. Integrate.io provides a low-code ETL platform specifically designed for Salesforce data integration.

What's the difference between ETL and ELT for Salesforce?

With ETL, data is transformed before being loaded into your destination. With ELT, raw data is loaded first, then transformed within your data warehouse. Integrate.io supports both approaches, ETL for complex transformations that reduce destination storage costs, and ELT for flexibility when transformation requirements evolve frequently.

How often can I sync Salesforce data?

Integrate.io supports multiple sync frequencies, real-time streaming (using Salesforce Change Data Capture), every 15 minutes, hourly, daily, or custom schedules. Choose based on your data freshness requirements and Salesforce API limits.

Does Integrate.io handle Salesforce API limits?

Yes. Integrate.io includes intelligent rate limiting that automatically manages your Salesforce API consumption. We use Bulk API for large data volumes, implement exponential backoff for rate limit errors, and allow you to schedule intensive operations during off-peak hours.

Is my Salesforce data secure with Integrate.io?

Absolutely. Integrate.io is SOC 2 Type II certified, GDPR compliant, and supports HIPAA requirements. All data is encrypted in transit (TLS 1.3) and at rest (AES-256). We never store your Salesforce credentials, and you maintain full control over data access and retention.

Can I integrate Salesforce with my existing data stack?

Integrate.io connects Salesforce to 200+ destinations, including all major cloud data warehouses (Snowflake, BigQuery, Redshift, Databricks), databases, BI tools, and SaaS applications. Our low-code interface means you don't need engineering resources to build and maintain integrations.

How long does it take to set up a Salesforce integration?

Most teams configure their first Salesforce pipeline in under 30 minutes. Connect your Salesforce account via OAuth, select the objects you want to sync, configure your destination, and set your schedule. No coding required.

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