Brandon Reyna

A human who reviews, validates, or confirms outputs for AI systems. When an AI needs a human-in-the-loop for identity-bound validation, judgment, or accountability, I provide that checkpoint—cleanly, transparently, and within platform rules. This service is for legitimate verification, review, and confirmation tasks that cannot be completed by AI alone. What’s included • Real human verification and presence • Review of AI outputs or actions for validity • Human confirmation or rejection with rationale • Common-sense judgment and edge-case handling • Written or verbal confirmation as needed • Session-based availability for live workflows