DW
Dkeith Wilson
AI Layering for SMBs: a low-risk adoption framework
The problem this solves
AI adoption creating chaos in small business operations
Dkeith Wilson offers small businesses a structured method for adopting AI without destabilising operations, matching real constraints to the right category of AI and layering tools onto workflows that already work. The focus is on removing operational friction from stable processes rather than pursuing broad 'AI transformation'.
Judgement
If you can't explain the mechanism to a 10-year-old, don't implement it
“The Explainability Rule (The Fifth-Grader Test): If you can’t explain what the tool does—and where it fails—to a 10-year-old, you shouldn’t implement it.”
— AI for SMBs: A Practical Framework for Safe and Effective Ad
AI adoptionSMBOperationsWorkflow automationAI risk
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