Paid AI services can still recommend unnecessary rebuilds or leave a customer workflow incomplete. Learn to inspect existing work, map the complete outcome, define a coherent change, check resource limits and require acceptance evidence.

INCLUDED
• Complete twelve-chapter digital learning guide.
• Eight fillable worksheets: preflight, Digital Twin, costs, incidents, approval, minimum-delta work, assurance and maturity.
• Copyable Universal Master Governance Prompt v3.0.
• Practical decision exercises and Chapter 1 Whop learning resources with a knowledge quiz.

US$19 one-time. By Len Smailes. A Capability Labs initiative.

Len Smailes completed MIT Professional Education’s Blockchain: Disruptive Technology programme. He created this guide from his experience managing AI-assisted business projects as a qualified business analyst.

Download and retain the PDF using a compatible reader. Cases are anonymised and reported outcomes are identified. The prompt alone does not technically enforce spending limits or guarantee savings.

Self-guided digital education; no physical book, live coaching or accredited certification. Native Whop lessons currently cover Chapter 1; all twelve chapters are in the downloadable guide.