THE PUBLIC RECORD
Leadership is built
before it is claimed.
This is my working record: companies built, systems improved, communities served, decisions explained, and practical lessons for anyone who wants stronger institutions and more capable leadership.
START HERE
Build the system before you buy the tool.
8 ideas
AI & Operations
Google Analytics Says No Data? Check These Five Things
A plain five-step check for finding why GA4 is not collecting data, based on the analytics failure we fixed on this site.6 min read · Read the idea →AI for Real Businesses
Five AI Decisions That Need a Human
Use this plain checklist to decide when AI can help and when a person must check the facts, make the call, and own the result.6 min read · Read the idea →AI for Real Businesses
How We Built a Proof-Before-Publish AI Content System
The five-step system we use to let AI prepare content while people control the facts, approval, publication, and learning.8 min read · Read the idea →AI for Real Businesses
Every AI System Needs a Safe Way Out
A five-part exit plan that helps a team stop an AI tool, keep the work moving, and learn from what went wrong.5 min read · Read the idea →AI for Real Businesses
How to Use AI in Business: Start With the Work
A four-step test that helps a business pick the right AI work, set clear rules, and check the result.5 min read · Read the idea →AI for Real Businesses
Eight Questions to Ask Before an AI Pilot
A practical pre-pilot checklist for choosing a real business problem, setting human controls, and defining evidence before work begins.8 min read · Read the idea →AI for Real Businesses
Four Safe Jobs for AI at Work
Use this simple test to decide what AI should draft, route, flag, or record—and what a person should still own.5 min read · Read the idea →AI & Operations