The AI Risk Playbook: Avoid the Overconfidence Trap

Move fast without blind spots.
Most AI failures aren’t “bad models”—they’re overconfident teams skipping verification, documentation, and basic guardrails. The AI Risk Playbook gives founders and non-lawyers a practical, step-by-step way to ship AI responsibly: checklists, conversation scripts, and fillable worksheets you can use immediately.

You’ll learn how to:

• Spot negligence signals that trigger lawsuits and regulator scrutiny
• Replace risky “AI can’t fail” claims with accurate, trust-building messaging
• Run quick stress tests for prompt injection, hallucinations, and edge cases
• Close coverage gaps with vendors and insurers (in plain English)
• Calculate the real ROI after hidden costs and tail risks

What’s inside

• 5 deep chapters: Legal/Litigation Traps • Regulatory Backlash • Public Trust • Systemic Blind Spots • False Productivity
• 5 self-audit toolkits with printable, transparent checkboxes
• 3 conversation guides (Vendors • Lawyers • Insurers) with ready-to-use scripts
• 5 interactive worksheets (fillable): quick self-test, scorecard, headline test, stress-test log, ROI calculator
• 6 appendices: vendor DDQ, transparency templates, incident & PR response, regulator-ready binder, bias audit starter plan, glossary

Format & compatibility

• PDF (print-friendly) + AcroForm fields (works best in Adobe Acrobat Reader or Microsoft Edge).
• Educational only — not legal, medical, or insurance advice.

Who it’s for

• Founders, ops leads, PMs, revops/HR/health teams implementing AI
• Agencies and small teams who need a clear, non-lawyer starting point
• Anyone who wants guardrails without bureaucracy

Results you can expect

• A defensible paper trail (logs, decisions, audits)
• Cleaner vendor contracts and fewer “we assumed” failures
• Marketing that passes the headline test before regulators or press see it
• Realistic ROI decisions that don’t backfire later

What you get

• AI_Risk_Playbook_pdf (workbook + interactive forms)
  

FAQs

• Is this legal advice? No. Educational only. Consult qualified counsel.
• Will it work without a lawyer? Yes. It’s designed for non-lawyers and helps you talk to lawyers, vendors, and insurers more effectively.
• Do the forms work on Mac? Use Adobe Acrobat Reader (free) or Microsoft Edge for the best experience. Apple Preview may not save entries reliably.

Single-user (Solo) license. No redistribution, resell, or sharing. OK to reuse internally for your own business. Educational only — not legal/insurance/medical advice.”