Direct Salesforce API alternatives to Power Query connectors for high-volume data with joins

using Coefficient excel Add-in (500k+ users)

Discover production-ready direct Salesforce API alternatives to Power Query connectors for high-volume data extraction with complex joins.

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Traditional direct Salesforce API alternatives require extensive development work, custom authentication handling, and complex relationship management code. Most organizations lack the technical resources to build and maintain custom API solutions for high-volume data extraction with joins.

Here’s a production-ready direct API alternative that eliminates development complexity while delivering enterprise-grade performance.

Production-ready direct API access with no-code simplicity

Coefficient serves as a production-ready direct API alternative that eliminates development complexity while delivering enterprise-grade performance. The platform connects directly to Salesforce APIs using OAuth 2.0 authentication with MFA support, Bulk API for large dataset operations, REST API for real-time queries, and native SOQL execution for complex joins.

How to make it work

Step 1. Set up direct API connection with enterprise authentication.

Install Coefficient and establish direct Salesforce API connection with OAuth 2.0 authentication, MFA support, and automatic API limit management. The system handles authentication refresh and error handling without custom development.

Step 2. Configure high-volume optimization features.

Enable configurable batch processing up to 10,000 records per batch with parallel execution across multiple batches. Set up automatic retry logic for API limits and Apex trigger compatibility adjustments for optimal performance.

Step 3. Execute complex joins with native SOQL.

Write custom SOQL queries for server-side relationship processing and complex joins across multiple objects. For example: SELECT Id, Name, StageName, Amount, Account.Name, Account.Industry, (SELECT Name, Email FROM Contacts) FROM Opportunity WHERE LastModifiedDate >= LAST_N_DAYS:30.

Step 4. Set up automated operations without code maintenance.

Configure scheduled refresh automation with built-in error handling and retry logic. The system provides Excel integration without custom development, automatic authentication refresh, and sandbox environment support for testing.

Get enterprise API access without development overhead

Custom API development doesn’t have to consume months of technical resources and ongoing maintenance. Coefficient provides enterprise-grade direct API access with the simplicity of a no-code solution, delivering high-volume performance with complex join capabilities. Access your direct API solution today.

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