Articles and guides
Practical help
you can use.
Plain-English articles about using AI at work, training a team, finishing projects, and changing careers. Each article explains the problem, gives an example, and points to a useful next step.
Question-led answer hub
Choose, operate, and lead.
Start with the question in front of you. Each answer gives the short version first, then the test, boundary, sources, and next action.
01 · Choose
Decide whether the task belongs in AI, what must stay human, and whether the complete process is worth it.
02 · Operate
Test the workflow, hand it to another person, stop safely, and recover without duplicate actions.
03 · Lead
Set a clear privacy boundary and help people use approved tools without giving away judgment.
All articles
Choose a problem you recognize.
Leading AI at work · 9 min read ·
How Do You Train a Human Reviewer for AI-Assisted Work?
Teach reviewers to inspect evidence, apply written criteria, reject polished errors, escalate uncertainty, and recover safely before AI-assisted work can act.
Using AI at work · 10 min read ·
How Do You Calculate the ROI of an AI Workflow for a Small Team?
Compare the full AI-assisted process with a measured baseline, including review, correction, training, maintenance, tool cost, quality, and risk.
Using AI at work · 9 min read ·
What Should Never Be Automated With AI?
Keep people in control of high-impact decisions, irreversible actions, restricted information, and work that cannot be verified, contested, or safely recovered.
Using AI at work · 10 min read ·
How Do You Test an AI Workflow Before Your Team Relies on It?
Run a ten-case test with sample information, defined acceptance criteria, human review, failure cases, and a manual fallback before an AI workflow reaches real work.
AI for nurse leaders · 9 min read ·
What Should a Nurse Leader Never Put Into an AI Tool?
A practical privacy boundary for nurse leaders: what not to paste, upload, record, or connect to an unapproved AI tool.
Using AI at work · 8 min read ·
Is This Task Ready for AI? Use This 7-Question Assessment
Use seven practical questions to decide whether a work task is ready for a small, supervised AI pilot or should stay manual.
Using AI at work · 8 min read ·
Test the manual fallback before it fails
Use this five-minute drill to check how your team stops an AI-assisted process, finishes safely, avoids a duplicate action, and resumes with a named owner.
Content marketing · 7 min read ·
How to turn one strong idea into content for six channels.
Finish and verify one strong source first. Then adapt it for each channel without changing the facts or copying the same post everywhere.
Using AI at work · 9 min read ·
How Do You Hand Off an AI Workflow Safely?
Use Run, Stop, Recover, and Own to hand an AI-assisted process to another person without leaving critical knowledge in the builder's head.
Reinvention · 4 min read ·
What a detective, nurse leader, and AI builder have in common.
Keith's job titles changed, but the useful skills did not: observe carefully, explain clearly, use the right tool, and finish the job.
Team training · 3 min read ·
How to make AI training useful on the next workday.
If nobody uses anything the next day, the session was entertainment. Good training ends with a working habit, not a folder full of slides.
Finishing projects · 4 min read ·
Why AI keeps giving you more drafts instead of a finished result.
AI can create ideas quickly, but it cannot decide what finished means for you. Choose the result first, then use AI to help you reach it.
Not sure where to begin?
Start with the problem in front of you.
Choose what to do next