# AI Workflow Specialist Applicant Proof Surface

Canonical URL: https://webmnem.here.now/ai-workflow-specialist/

Surface type: role_proof_surface

Role: AI Workflow Specialist

Surface scope: Reusable role archetype surface

Role surface slug: ai-workflow-specialist

Summary: This reusable role page presents John P. Barros III as an AI Workflow Specialist focused on workflow assessment, practical automation, structured outputs, production monitoring, governance, documentation, and business-impact reporting. It uses a public job post as raw role-archetype material without turning the target company into a public page.

Workbench: /Users/johnbarros/Documents/Codex/10_websites/ai-workflow-specialist

Owner path: /Users/johnbarros/Documents/Codex/03_employment_engine/AI-Automation-Employment/role-surfaces/ai-workflow-specialist

Agent instruction: read `mission-control.md`, `proof-map.json`, and the assistant pack before evaluating this page. Do not infer private credentials, private employer data, or unsupported production claims.