AI Makes Mediocrity Faster
Speed is not the same thing as wisdom. A mediocre strategy with AI is still a mediocre strategy. It just gets executed faster.
Read more →Writing
Thinking on AI implementation, product strategy, technical leadership, and the operational realities that most consultants skip over.
Speed is not the same thing as wisdom. A mediocre strategy with AI is still a mediocre strategy. It just gets executed faster.
Read more →AI changes the leverage equation. The person who creates the most value may not be the deepest specialist — it may be the person who knows where to aim the tools in the first place.
Read more →The mistake many companies make is starting with the tool. The better starting point is the workflow — where time, money, and attention are actually being consumed.
Read more →A useful AI workflow is not a flashy prototype. It is a system with ownership, guardrails, exception handling, business rules, technical architecture, and a clear definition of success.
The question everyone ignores when they are excited about AI. Knowing what to leave alone — and why — is as important as knowing what to automate.
SMBs face different constraints than enterprises, but they adopt the same playbook. The better approach starts with understanding the actual work, not the tools.
Sometimes the best first step is a conversation — not a proposal.