Salesforce Flow Experts: Evaluate AI-Assisted Design Reviews

We're running a paid study on the effectiveness of AI-driven reviews for Salesforce Flow designs. This research focuses on how well an AI assistant can identify potential deployment issues, structural defects, and necessary tests. Your expert feedback will help us understand the practical utility of automated design evaluations in real enterprise environments.

During this remote session, you will review four short, realistic Salesforce Flow scenarios alongside their AI-generated assessments. You will evaluate the AI's judgments regarding safety, identify any missed defects, and propose necessary corrections. We will ask you to structure your feedback concisely and suggest required tests for each deployment. This is an expert-review pilot, meaning you will not be implementing anything in a live Salesforce organization.

We are looking for experienced Salesforce practitioners who specialize in building and reviewing complex Flows. We welcome Salesforce Administrators, Developers, and Solution Architects who regularly handle deployment pipelines. You should be highly comfortable evaluating architectural safety, spotting structural defects, and designing test protocols for automated workflows.

• Assess four distinct Salesforce Flow design scenarios
• Evaluate AI-generated judgments on safety and potential deployment defects
• Provide structured feedback on necessary corrections for each workflow
• Recommend specific testing requirements before deployment

• Professional experience designing and deploying Salesforce Flows
• Familiarity with identifying structural defects in automated workflows
• Comfortable evaluating architectural safety in an enterprise environment

• You will be engaged as an independent contractor.
• This is a fully remote opportunity that can be completed on your own schedule.
• Opportunities can be extended, shortened, or concluded early depending on needs and performance.
• Your participation will not involve access to confidential or proprietary information from any employer, client, or institution.
• Payment is issued as soon as your work is approved.
• We are unable to support H1-B or STEM OPT candidates at this time.