Why Salesforce Automations Fail at Scale
Salesforce automations often fail at scale due to unoptimized processes that exceed platform limits. Common issues include:
Governor Limits: Salesforce enforces strict per-transaction limits to maintain system performance. Exceeding these limits results in errors and transaction rollbacks. Key limits include:
- SOQL Queries: Maximum of 100 per transaction.
- DML Statements: Maximum of 150 per transaction.
- CPU Time: Maximum of 10,000 milliseconds per transaction.
Recursion: Improperly designed automations can trigger themselves, leading to infinite loops and system crashes.
Null Handling: Failing to account for null values can cause unexpected errors during automation execution.
Permission Issues: Automations running without proper permissions can fail when attempting to access restricted data or perform unauthorized actions.
Building Resilient Automations: "Tested Like a Product"
To prevent these failures, adopt a "tested like a product" approach:
Bulkification: Design automations to handle multiple records efficiently by:
- Querying Outside Loops: Retrieve all necessary records before processing to avoid exceeding SOQL limits.
- DML Operations Outside Loops: Collect records to update in a list and perform a single DML operation after processing.
Recursion Control: Implement safeguards to prevent automations from triggering themselves, such as using flags or context variables.
Null Handling: Include checks for null values to ensure automations can handle incomplete data gracefully.
Permission Management: Ensure automations run with appropriate permissions to access necessary data and perform required actions.
Error Logging: Implement comprehensive error logging to monitor automation performance and quickly identify issues.
Bypass Switches: Include mechanisms to disable automations when necessary, allowing for maintenance or troubleshooting without disrupting operations.
Documentation: Maintain detailed documentation of automation logic, dependencies, and testing procedures to facilitate understanding and maintenance.
By treating Salesforce automations as products—subjecting them to rigorous design, testing, and documentation—you can build reliable systems that scale effectively.
For a comprehensive evaluation of your Salesforce automations, consider our Automation Health Audit. We provide a detailed reliability report and walkthrough, guaranteed to identify at least one real failure, or it's refunded.