Low
Brainstorming titles, rewriting drafts, generating ideas.
Errors have low consequence and are easily caught.
Rule: Use freely, with normal judgment.
Start Here
The Operator's Manual
for Artificial Intelligence
A practical risk guide for people being pressured to use AI before they understand how it fails.
Most people using AI at work were never told how it fails. They were told to implement it, adopt it, or evaluate it without being taught what can go wrong. This guide is for those people. It covers what AI actually is, how it breaks, and what to do before you paste sensitive data, trust an output, or let AI take action you have not reviewed.
No hype. No fear. No vendor loyalty. Just practical risk literacy.
This guide is not about making you an expert.
It is about making you risk-literate, so you can be the last line of defense.
The Risk Ladder
This is your primary decision-making tool. Every section of this guide ties back to it. When in doubt, go up one level.
Medium
Internal memos, customer emails, summaries, routine analysis.
Errors reach others or influence decisions.
Rule: Review before sending or acting.
High
Legal, medical, financial, HR, security, compliance, or regulated content.
Errors carry professional or regulatory consequence.
Rule: Verify against primary sources or qualified experts.
Critical
Payments, trading, hiring/firing, production deployment, account access, safety-impacting decisions.
Errors cause direct, potentially irreversible harm.
Rule: No autonomous action without formal controls, logging, and documented human approval.
Prohibited Without Governance
Secrets, credentials, sensitive personal data, privileged company data, automated execution authority.
Exposure cannot be undone; access cannot be easily revoked.
Rule: Do not paste or connect unless policy, access controls, and monitoring already exist.
The three verbs in the promise above map directly to Module 3: Before You Paste, Before You Trust, Before You Automate. If you are about to do one of these things, go straight to that section.
Start Here for Your Role
Manager implementing AI
Start with the Risk Ladder, then Module 1.
Employee using AI tools daily
Start with Module 1, then Module 3.1 Before You Paste.
Small business owner being pitched AI
Start with Module 2, then return to the Risk Ladder.
Evaluating an output right now
Go directly to Module 3.2 Before You Trust.
Not sure what just went wrong? Use the Failure Decision Tool to identify which failure mode you are dealing with and what to do next.
Take the Risk Ladder With You
The Template Kit includes printable versions of the core checklists and governance templates from this guide — formatted for Word and PDF. Six documents, ready to use.
Get the Template Kit — $37Get Notified of Updates
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