I developed GORS as an alpha-stage governed AI research and validation environment focused on human authority, evidence lineage, continuity, contradiction preservation, and replayable decision history. Internal testing examined whether consequential AI-assisted workflows could remain reviewable, traceable, and reconstructable under controlled conditions.

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Cover image for 🚀 Using AI in your business? I’ll find where it can go wron...

🚀 Using AI in your business? I’ll find where it can go wrong before your customers do. I’m opening a few spots for an AI Workflow Quick Scan. I’ll review one AI-assisted workflow and identify: • Where AI is making or influencing important decisions • Missing human approval points • Weak or unclear operating rules • Workflow failure and drift risks • Where stronger controls could be added You’ll receive a concise review with practical recommendations you can actually use. No giant consulting engagement. No AI sales pitch. Just an independent look at the workflow you already have. I design and test governed AI workflows, including controlled state transitions, adversarial testing, evidence lineage, and human-authority controls. AI Workflow Quick Scan — $350 Message me on Contra if you have a workflow you want reviewed.

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Private Governed AI Validation Environment

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CEK — Preserving Human Authority in AI Workflows

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Dustin Cummings

Governed AI workflow audits, SOPs & pilot buildouts